Mixture Densities, Maximum Likelihood and the EM Algorithm
Abstract
The problem of estimating the parameters which determine a mixture density has been the subject of a large, diverse body of literature spanning nearly ninety years. During the last two decades, the method of maximum likelihood has become the most widely followed approach to this problem, thanks primarily to the advent of high speed electronic computers. Here, we first offer a brief survey of the literature directed toward this problem and review maximum-likelihood estimation for it. We then turn to the subject of ultimate interest, which is a particular iterative procedure for numerically approximating maximum-likelihood estimates for mixture density problems. This procedure, known as the EM algorithm, is a specialization to the mixture density context of a general algorithm of the same name used to approximate maximum-likelihood estimates for incomplete data problems. We discuss the formulation and theoretical and practical properties of the EM algorithm for mixture densities, focussing in particular on mixtures of densities from exponential families.
Keywords
Get full access to this article
View all available purchase options and get full access to this article.
References
1.
M. A. Acheson, E. M. McElwee, Concerning the reliability of electron tubes, The Sylvania Technologist, 4 (1951), 105–116
2.
J. Aitchison, S. D. Silvey, Maximum-likelihood estimation of parameters subject to restraints, Ann. Math. Statist., 29 (1958), 813–828
3.
J. A. Anderson, Multivariate logistic compounds, Biometrika, 66 (1979), 17–26
4.
Niels Arley, K. Rander Buch, Introduction to the Theory of Probability and Statistics, John Wiley & Sons Inc., New York, N. Y., 1950xi+236
5.
G. A. Baker, Maximum likelihood estimation of the ratio of the components of non-homogeneous populations, Tôhoku Math. J., 47 (1940), 304–308
6.
O. Barndorff-Nielsen, Identifiability of mixtures of exponential families, J. Math. Anal. Appl., 12 (1965), 115–121
7.
Ole Barndorff-Nielsen, Information and exponential families in statistical theory, John Wiley & Sons Ltd., Chichester, 1978ix+238
8.
Leonard E. Baum, Ted Petrie, George Soules, Norman Weiss, A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains, Ann. Math. Statist., 41 (1970), 164–171
9.
J. Behboodian, On a mixture of normal distributions, Biometrika, 57 (1970), 215–217, Part 1
10.
J. Behboodian, Information matrix for a mixture of two normal distributions, J. Statist. Comput. Simul., 1 (1972), 295–314
11.
C. T. Bhattacharya, A simple method of resolution of a distribution into Gaussian components, Biometrics, 23 (1967), 115–137
12.
W. R. Blischke, Moment estimators for the parameters of a mixture of two binomial distributions, Ann. Math. Statist., 33 (1962), 444–454
13.
W. R. Blischke, Mixtures of discrete distributionsClassical and Contagious Discrete Distributions (Proc. Internat. Sympos., McGill Univ., Montreal, Que., 1963), Statistical Publishing Society, Calcutta, 1965, 351–372
14.
W. R. Blischke, Estimating the parameters of mixtures of binomial distributions, J. Amer. Statist. Assoc., 59 (1964), 510–528
15.
D. C. Boes, On the estimation of mixing distributions, Ann. Math. Statist., 37 (1966), 177–188
16.
D. C. Boes, Minimax unbiased estimator of mixing distribution for finite mixtures, Sankhyā Ser. A, 29 (1967), 417–420
17.
K. O. Bowman, L. R. Shenton, Space of solutions for a normal mixture, Biometrika, 60 (1973), 629–636
18.
Russell A. Boyles, On the convergence of the EM algorithm, J. Roy. Statist. Soc. Ser. B, 45 (1983), 47–50
19.
C. Burrau, The half-invariants of the sum of two typical laws of errors, with an application to the problem of dissecting a frequency curve into components, Skand. Aktuarietidskrift, 17 (1934), 1–6
20.
R. M. Cassie, Some uses of probability paper in the analysis of size frequency distributions, Austral. J. Marine and Freshwater Res., 5 (1954), 513–523
21.
R. Ceppelini, M. Siniscalco, C. A. B. Smith, The estimation of gene frequencies in a random-mating population, Ann. Human Genetics, 20 (1955), 97–115
22.
K. C. Chanda, A note on the consistency and maxima of the roots of likelihood equations, Biometrika, 41 (1954), 56–61
23.
W. C. Chang, The effects of adding a variable in dissecting a mixture of two normal populations with a common covariance matrix, Biometrika, 63 (1976), 676–678
24.
W. C. Chang, Confidence interval estimation and transformation of data in a mixture of two multivariate normal distributions with any given large dimension, Technometrics, 21 (1979), 351–355
25.
C. V. L. Charlier, Researches into the theory of probability, Acta Univ. Lund. (Neue Folge. Abt. 2), 1 (1906), 33–38
26.
C. V. L. Charlier, S. D. Wicksell, On the dissection of frequency functions, Arkiv. for Matematik Astronomi Och Fysik, 18 (1924), Stockholm
27.
T. Chen, Masters Thesis, Mixed-up frequencies in contingency tables, Ph.D. dissertation, Univ. of Chicago, Chicago, 1972
28.
Keewhan Choi, Estimators for the parameters of a finite mixture of distributions., Ann. Inst. Statist. Math., 21 (1969), 107–116
29.
Keewhan Choi, W. B. Bulgren, An estimation procedure for mixtures of distributions, J. Roy. Statist. Soc. Ser. B, 30 (1968), 444–460
30.
A. C. Cohen, Jr., Estimation in mixtures of discrete distributionsProc. of the International Symposium on Classical and Contagious Discrete Distributions, Pergamon Press, New York, 1963, 351–372
31.
A. C. Cohen, Jr., A note on certain discrete mixed distributions, Biometrics, 22 (1966), 566–572
32.
A. C. Cohen, Estimation in mixtures of two normal distributions, Technometrics, 9 (1967), 15–28
33.
A. C. Cohen, Communications in Statistics, Special Issue on Remote Sensing, Comm. Statist. Theor. Meth., A5 (1976),
34.
P. W. Cooper, J. T. Tou, Some topics on nonsupervised adaptive detection for multivariate normal distributionsComputer and Information Sciences, II, Academic Press, New York, 1967, 143–146
35.
D. R. Cox, The analysis of exponentially distributed life-times with two types of failure, J. Roy. Statist. Soc. Ser. B, 21 (1959), 411–421
36.
Harald Cramér, Mathematical Methods of Statistics, Princeton Mathematical Series, vol. 9, Princeton University Press, Princeton, N. J., 1946xvi+575
37.
N. E. Day, Estimating the components of a mixture of normal distributions, Biometrika, 56 (1969), 463–474
38.
J. J. Deely, R. L. Kruse, Construction of sequences estimating the mixing distribution, Ann. Math. Statist., 39 (1968), 286–288
39.
A. P. Dempster, N. M. Laird, D. B. Rubin, Maximum likelihood from incomplete data via the EM algorithm, J. Roy. Statist. Soc. Ser. B, 39 (1977), 1–38, (methodological)
40.
J. E. Dennis, Jr., Algorithms for nonlinear fittingProc. of the NATO Advanced Research Symposium, Cambridge Univ., Cambridge, England, 1981, July
41.
J. E. Dennis, Jr., Jorge J. Moré, Quasi-Newton methods, motivation and theory, SIAM Rev., 19 (1977), 46–89
42.
John E. Dennis, Jr., Robert B. Schnabel, Numerical methods for unconstrained optimization and nonlinear equations, Prentice Hall Series in Computational Mathematics, Prentice Hall Inc., Englewood Cliffs, NJ, 1983xiii+378
43.
N. P. Dick, D. C. Bowden, Maximum-likelihood estimation for mixtures of two normal distributions, Biometrics, 29 (1973), 781–791
44.
L. C. W. Dixon, G. P. Szegö, Towards Global Optimization, Vols. 1, 2, North-Holland, Amsterdam, 1975, 1978
45.
G. Doetsch, Zerlegung einer Funktion in Gausche Fehlerkurven und zeitliche Zuruckverfolgung eines Temperaturzustandes, Math. Z., 41 (1936), 283–318
46.
R. O. Duda, P. E. Hart, Pattern Classification and Scene Analysis, John Wiley, New York, 1973
47.
B. S. Everitt, D. J. Hand, Finite mixture distributions, Chapman & Hall, London, 1981x+143
48.
George E. Forsythe, Michael A. Malcolm, Cleve B. Moler, Computer methods for mathematical computations, Prentice-Hall Inc., Englewood Cliffs, N.J., 1977xi+259
49.
E. B. Fowlkes, Some methods for studying the mixture of two normal (log normal) distributions, J. Amer. Statist. Assoc., 74 (1979), 561–575
50.
J. G. Fryer, C. A. Robertson, A comparison of some methods for estimating mixed normal distributions, Biometrika, 59 (1972), 639–648
51.
K. Fukunaga, Introduction to Statistical Pattern Recognition, Academic Press, New York, 1972
52.
S. Ganesalingam, G. J. McLachlan, Some efficiency results for the estimation of the mixing proportion in a mixture of two normal distributions, Biometrics, 37 (1981), 23–33
53.
Philip E. Gill, Walter Murray, Margaret H. Wright, Practical optimization, Academic Press Inc. [Harcourt Brace Jovanovich Publishers], London, 1981xvi+401
54.
L. A. Goodman, The analysis of systems of qualitative variables when some of the variables are unobservable: Part I-A modified latent structure approach, Amer. J. Sociol., 79 (1974), 1179–1259
55.
V. H. Gottschalk, Symmetrical bi-modal frequency curves, J. Franklin Inst., 245 (1948), 245–252
56.
J. Gregor, An algorithm for the decomposition of a distribution into Gaussian components, Biometrics, 25 (1969), 79–93
57.
N. T. Gridgeman, A comparison of two methods of analysis of mixtures of normal distributions, Technometrics, 12 (1970), 823–833
58.
E. J. Gumbel, La dissection d'une répartition, Ann. Univ. Lyon (3), A 11 (1939), 39–51
59.
A. K. Gupta, T. Miyawaki, On a uniform mixture model, Biometrical J., 20 (1978), 631–637
60.
L. F. Guseman, Jr., Jay R. Walton, An application of linear feature selection to estimation of proportions, Comm. Statist.—Theory Methods, A6 (1977), 611–617
61.
L. F. Guseman, Jr., J. R. Walton, Methods for estimating proportions of convex combinations of normals using linear feature selection, Comm. Statist. Theor. Meth., A7 (1978), 1439–1450
62.
Shelby J. Haberman, Log-linear models for frequency tables derived by indirect observation: maximum likelihood equations, Ann. Statist., 2 (1974), 911–924
63.
S. J. Haberman, Iterative scaling procedures for log-linear models for frequency tables derived by indirect observation, Proc. Amer. Statist. Assoc. (Statist. Comp. Sect. 1975), 1976, 45–50
64.
Shelby J. Haberman, Product models for frequency tables involving indirect observation, Ann. Statist., 5 (1977), 1124–1147
65.
A. Hald, The compound hypergeometric distribution and a system of single sampling inspection plans based on prior distributions and costs, Technometrics, 2 (1960), 275–340
66.
Peter Hall, On the nonparametric estimation of mixture proportions, J. Roy. Statist. Soc. Ser. B, 43 (1981), 147–156
67.
J. P. Harding, The use of probability paper for the graphical analysis of polynomial frequency distributions, J. Marine Biological Assoc., 28 (1949), 141–153
68.
John A. Hartigan, Clustering algorithms, John Wiley & Sons, New York-London-Sydney, 1975xiii+351
69.
M. J. Hartley, Comment on [118], J. Amer. Statist. Assoc., 73 (1978), 738–741
70.
Victor Hasselblad, Estimation of parameters for a mixture of normal distributions, Technometrics, 8 (1966), 431–446
71.
V. Hasselblad, Estimation of finite mixtures of distributions from the exponential family, J. Amer. Statist. Assoc., 64 (1969), 1459–1471
72.
R. J. Hathaway, Constrained maximum-likelihood estimation for a mixture of m univariate normal distributions, Statistics Tech. Rep., 92, 62F10-2, Univ. of South Carolina, Columbia, SC, 1983
73.
Bruce M. Hill, Information for estimating the proportions in mixtures of exponential and normal distributions, J. Amer. Statist. Assoc., 58 (1963), 918–932
74.
David W. Hosmer, Jr., On MLE of the parameters of a mixture of two normal distributions when the sample size is small, Comm. Statist., 1 (1973), 217–227
75.
D. W. Hosmer, Jr., A comparision of iterative maximum-likelihood estimates of the parameters of a mixture of two normal distributions under three different types of sample, Biometrics, 29 (1973), 761–770
76.
D. W. Hosmer, Jr., Maximum-likelihood estimates of the parameters of a mixture of two regression lines, Comm. Statist., 3 (1974), 995–1006
77.
D. W. Hosmer, Jr., Comment on [118], J. Amer. Statist. Assoc., 73 (1978), 741–744
78.
D. W. Hosmer, Jr., N. P. Dick, Information and mixtures of two normal distributions, J. Statist. Comput. Simul., 6 (1977), 137–148
79.
V. S. Huzurbazar, The likelihood equation, consistency and the maxima of the likelihood function, Ann. Eugenics, 14 (1948), 185–200
80.
I. R. James, Estimation of the mixing proportion in a mixture of two normal distributions from simple, rapid measurements, Biometrics, 34 (1978), 265–275
81.
S. John, On identifying the population of origin of each observation in a mixture of observations from two normal populations, Technometrics, 12 (1970), 553–563
82.
S. John, On identifying the population of origin of each observation in a mixture of observations from two gamma populations, Technometrics, 12 (1970), 565–568
83.
A. B. M. Lutful Kabir, Estimation of parameters of a finite mixture of distributions, J. Roy. Statist. Soc. Ser. B, 30 (1968), 472–482, (methodological)
84.
B. K. Kale, On the solution of the likelihood equation by iteration processes, Biometrika, 48 (1961), 452–456
85.
B. K. Kale, On the solution of likelihood equations by iteration processes. The mulitparametric case, Biometrika, 49 (1962), 479–486
86.
Dimitri Kazakos, Recursive estimation of prior probabilities using a mixture, IEEE Trans. Information Theory, IT-23 (1977), 203–211
87.
J. Kiefer, J. Wolfowitz, Consistency of the maximum likelihood estimator in the presence of infinitely many incidental parameters, Ann. Math. Statist., 27 (1956), 887–906
88.
Nicholas M. Kiefer, Discrete parameter variation: efficient estimation of a switching regression model, Econometrica, 46 (1978), 427–434
89.
N. M. Kiefer, Comment on [118], J. Amer. Statist. Assoc., 73 (1978), 744–745
90.
D. E. Knuth, Seminumerical algorithmsThe Art of Computer Programming, Vol. 2, Addison- Wesley, Reading, MA, 1969
91.
K. D. Kumar, E. H. Nicklin, A. S. Paulson, Comment on: “Estimating mixtures of normal distributions and switching regressions” by R. E. Quandt and J. B. Ramsey, J. Amer. Statist. Assoc., 74 (1979), 52–56
92.
Nan Laird, Nonparametric maximum likelihood estimation of a mixed distribution, J. Amer. Statist. Assoc., 73 (1978), 805–811
93.
P. F. Lazarsfeld, N. W. Henry, Latent Structure Analysis, Houghton Mifflin Company, Boston, 1968
94.
Michel Loève, Probability theory, Third edition, D. Van Nostrand Co., Inc., Princeton, N.J.-Toronto, Ont.-London, 1963xvi+685
95.
David G. Luenberger, Optimization by vector space methods, John Wiley & Sons Inc., New York, 1969xvii+326
96.
P. D. M. Macdonald, Comment on “An estimation procedure for mixtures of distribution” by Choi and Bulgren, J. Royal Statist. Soc. Ser. B, 33 (1971), 326–329
97.
P. D. M. Macdonald, R. P. Gupta, Estimation of finite distribution mixturesApplied statistics (Proc. Conf., Dalhousie Univ., Halifax, N. S., 1974), North-Holland, Amsterdam, 1975, 231–245
98.
C. L. Mallows, review of [100], Biometrics, 18 (1962), 617–
99.
J. S. Maritz, Empirical Bayes methods, Methuen and Co., Ltd., London, 1970viii+159
100.
Pál Medgyessy, Decomposition of superpositions of distribution functions, Akadémiai Kiadó, Budapest, 1961, 227–
101.
William Mendenhall, R. J. Hader, Estimation of parameters of mixed exponentially distributed failure time distributions from censored life test data, Biometrika, 45 (1958), 504–520
102.
H. Muench, Probability distribution of protection test results, J. Amer. Statist. Assoc., 31 (1936), 677–689
103.
H. Muench, Discrete frequency distributions arising from mixtures of several single probability values, J. Amer. Statist. Assoc., 33 (1938), 390–398
104.
P. L. Odell, J. P. Basu, Concerning several methods for estimating crop acreages using remote sensing data, Comm. Statist.–Theory Methods, A5 (1976), 1091–1114
105.
P. L. Odell, R. Chhikara, Estimation of a large area crop acreage inventory using remote sensing technology, Rep., NASA/JSC-09703, Univ. of Texas at Dallas, Dallas, TX, 1975, in Annual Report: Statistical Theory and Methodology for Remote Sensing Data Analysis
106.
Terence Orchard, Max A. Woodbury, A missing information principle: theory and applications, Proceedings of the Sixth Berkeley Symposium on Mathematical Statistics and Probability (Univ. California, Berkeley, Calif., 1970/1971), Vol. I: Theory of statistics, Univ. California Press, Berkeley, Calif., 1972, 697–715
107.
J. M. Ortega, W. C. Rheinboldt, Iterative solution of nonlinear equations in several variables, Academic Press, New York, 1970xx+572
108.
A. M. Ostrowski, Solution of equations and systems of equations, Second edition. Pure and Applied Mathematics, Vol. 9, Academic Press, New York, 1966xiv+338
109.
K. Pearson, Contributions to the mathematical theory of evolution, Phil. Trans. Royal Soc., 185A (1894), 71–110
110.
K. Pearson, On certain types of compound frequency distributions in which the components can be individually described by binomial series, Biometrika, 11 (1915–17), 139–144
111.
K. Pearson, A. Lee, On the generalized probable error in multiple normal correlation, Biometrika, 6 (1908–09), 59–68
112.
B. C. Peters, Jr., W. A. Coberly, The numerical evaluation of the maximum-likelihood estimate of mixture proportions, Comm. Statist.–Theory Methods, A5 (1976), 1127–1135
113.
B. C. Peters, Jr., H. F. Walker, An iterative procedure for obtaining maximum-likelihood estimates of the parameters for a mixture of normal distributions, SIAM J. Appl. Math., 35 (1978), 362–378
114.
B. C. Peters, Jr., H. F. Walker, The numerical evaluation of the maximum-likelihood estimate of a subset of mixture proportions, SIAM J. Appl. Math., 35 (1978), 447–452
115.
H. S. Pollard, On the relative stability of the median and the arithmetic mean, with particular reference to certain frequency distributions which can be dissected into normal distributions, Ann. Math. Statist., 5 (1934), 227–262
116.
Eric J. Preston, A graphical method for the analysis of statistical distributions into two normal components, Biometrika, 40 (1953), 460–464
117.
R. E. Quandt, A new approach to estimating switching regressions, J. Amer. Statist. Assoc., 67 (1972), 306–310
118.
Richard E. Quandt, James B. Ramsey, Estimating mixtures of normal distributions and switching regressions, J. Amer. Statist. Assoc., 73 (1978), 730–752
119.
C. R. Rao, The utilization of multiple measurements in problems of biological classification, J. Roy. Statist. Soc. Ser. B., 10 (1948), 159–193
120.
R. A. Redner, An iterative procedure for obtaining maximum liklihood estimates in a mixture model, Rep., SR-T1-04081, NASA Contract NAS9-14689, Texas A & M Univ., College Station, TX, 1980, Sept.
121.
R. A. Redner, Maximum-likelihood estimation for mixture models, NASA Tech. Memorandum, to appear
122.
Richard Redner, Note on the consistency of the maximum likelihood estimate for nonidentifiable distributions, Ann. Statist., 9 (1981), 225–228
123.
Paul R. Rider, The method of moments applied to a mixture of two exponential distributions, Ann. Math. Statist., 32 (1961), 143–147
124.
P. R. Rider, Estimating the parameters of mixed Poisson, binomial and Weibull distributions by the method of moments, Bull. Internat. Statist. Inst., 39 (1962), 225–232, Part 2
125.
C. A. Robertson, J. G. Fryer, The bias and accuracy of moment estimators, Biometrika, 57 (1970), 57–65, Part 1
126.
J. W. Sammon, Jr., L. N. Kanal, An adaptive technique for multiple signal detection and identificationPattern Recognition, Thompson Book Co., London, 1968, 409–439
127.
Walter Schilling, A frequency distribution represented as the sum of two Poisson distributions, J. Amer. Statist. Assoc., 42 (1947), 407–424
128.
Léopold Simar, Maximum likelihood estimation of a compound Poisson process, Ann. Statist., 4 (1976), 1200–1209
129.
J. Sittig, Superpositie van twee frequentieverdelingen, Statistics, 2 (1948), 206–227
130.
D. F. Stanat, L. N. Kanal, Unsupervised learning of mixtures of probability functionsPattern Recognition, Thompson Book Co., London, 1968, 357–389
131.
G. W. Stewart, Introduction to matrix computations, Academic Press [A subsidiary of Harcourt Brace Jovanovich, Publishers], New York-London, 1973xiii+441
132.
B. Strömgren, Tables and diagrams for dissecting a frequency curve into components by the half-invariant method, Skand. Aktuarietidskrift, 17 (1934), 7–54
133.
R. Sundberg, Masters Thesis, Maximum-likelihood theory and applications for distributions generated when observing a function of an exponential family variable, Doctoral thesis, Inst. Math. Stat., Stockholm Univ., Stockholm, Sweden, 1972
134.
Rolf Sundberg, Maximum likelihood theory for incomplete data from an exponential family, Scand. J. Statist., 1 (1974), 49–58
135.
Rolf Sundberg, An iterative method for solution of the likelihood equations for incomplete data from exponential families, Comm. Statist.—Simulation Comput., B5 (1976), 55–64
136.
G. M. Tallis, R. Light, The use of fractional moments for estimating the parameters of a mixed exponential distribution, Technometrics, 10 (1968), 161–175
137.
W. Y. Tan, W. C. Chang, Convolution approach to genetic analysis of quantitative characters of self-fertilized population, Biometrics, 28 (1972), 1073–1090
138.
W. Y. Tan, W. C. Chang, Some comparisons of the method of moments and the method of maximum-likelihood in estimating parameters of a mixture of two normal densities, J. Amer. Statist. Assoc., 67 (1972), 702–708
139.
R. D. Tarone, G. Gruenhage, A note on the uniqueness of roots of the likelihood equations for vector-valued parameters, J. Amer. Statist. Assoc., 70 (1975), 903–904
140.
M. Tarter, A. Silvers, Implementation and applications of bivariate Gaussian mixture decomposition, J. Amer. Statist. Assoc., 70 (1975), 47–55
141.
Henry Teicher, On the mixture of distributions, Ann. Math. Statist, 31 (1960), 55–73
142.
Henry Teicher, Identifiability of mixtures, Ann. Math. Statist., 32 (1961), 244–248
143.
Henry Teicher, Identifiability of finite mixtures, Ann. Math. Statist., 34 (1963), 1265–1269
144.
Henry Teicher, Identifiability of mixtures of product measures, Ann. Math. Statist, 38 (1967), 1300–1302
145.
D. M. Titterington, Some problems with data from finite mixture distributions, Technical Summary Report, 2369, Mathematics Research Center, University of Wisconsin-Madison, Madison, WI, 1982
146.
D. M. Titterington, Minimum distance nonparametric estimation of mixture proportions, J. Roy. Statist. Soc. Ser. B, 45 (1983), 37–46
147.
J. D. Tubes, W. A. Coberly, An empirical sensitivity study of mixture proportion estimators, Comm. Statist. Theor. Meth., A5 (1976),
148.
Robert R. Sokal, J. Van Ryzin, Clustering and classification: background and current directionsClassification and clustering (Proc. Adv. Sem., Univ. Wisconsin, Madison, Wis., 1976), Academic Press, New York, 1977, 1–15. Math. Res. Center Publ., No. 37
149.
Y. Vardi, Nonparametric estimation in renewal processes, Ann. Statist., 10 (1982), 772–785
150.
Abraham Wald, Note on the consistency of the maximum likelihood estimate, Ann. Math. Statistics, 20 (1949), 595–601
151.
Homer F. Walker, Estimating the proportions of two populations in a mixture using linear maps, Comm. Statist. A—Theory Methods, 9 (1980), 837–849
152.
K. Weichselberger, Uber ein graphisches Verfahren zur Trennung von Mischverteilungen und zur Identifikation kupierter Normalverteilungen bie grossem Stichprobenumfang, Metrika, 4 (1951), 178–229
153.
J. H. Wolfe, Pattern clustering by multivariate mixture analysis, Multivariate Behavioral Res., 5 (1970), 329–350
154.
J. Wolfowitz, The minimum distance method, Ann. Math. Statist., 28 (1957), 75–88
155.
C.-F. Wu, On the convergence properties of the EM algorithm, Ann. Statist., 11 (1983), 95–103
156.
S. J. Yakowitz, A consistent estimator for the identification of finite mixtures, Ann. Math. Statist., 40 (1969), 1728–1735
157.
S. J. Yakowitz, Unsupervised learning and the identification of finite mixtures, IEEE Trans. Inform. Theory, IT-16 (1970), 330–338
158.
Sidney J. Yakowitz, John D. Spragins, On the identifiability of finite mixtures, Ann. Math. Statist., 39 (1968), 209–214
159.
Tzay Y. Young, Thomas W. Calvert, Classification, estimation and pattern recognition, American Elsevier Publishing Co., Inc., New York-London-Amsterdam, 1974xiv+366
160.
T. Y. Young, G. Coraluppi, Stochastic estimation of a mixture of normal density functions using an information criterion, IEEE Trans. Inform. Theory, IT-16 (1970), 258–263
161.
Shelemyahu Zacks, The theory of statistical inference, John Wiley & Sons Inc., New York, 1971xiii+609
162.
Willard I. Zangwill, B. Mond, Nonlinear programming: a unified approach, Prentice-Hall Inc., Englewood Cliffs, N.J., 1969xvi+356
Information & Authors
Information
Published In

Copyright
Copyright © 1984 Society for Industrial and Applied Mathematics.
History
Submitted: 6 April 1982
Accepted: 5 August 1983
Published online: 10 July 2006
Keywords
Authors
Metrics & Citations
Metrics
Citations
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.
Cited By
- Clustering asymmetrical data with outliers: Parsimonious mixtures of contaminated mean-mixture of normal distributionsJournal of Computational and Applied Mathematics, Vol. 437 | 1 Feb 2024
- DAFL: Domain adaptation-based federated learning for privacy-preserving biometric recognitionFuture Generation Computer Systems, Vol. 150 | 1 Jan 2024
- Detecting Preknowledge Cheating via Innovative Measures: A Mixture Hierarchical Model for Jointly Modeling Item Responses, Response Times, and Visual Fixation CountsEducational and Psychological Measurement, Vol. 83, No. 5 | 16 November 2022
- Co-clustering contaminated data: a robust model-based approachAdvances in Data Analysis and Classification, Vol. 29 | 22 September 2023
- Metalearning-Based Alternating Minimization Algorithm for Nonconvex OptimizationIEEE Transactions on Neural Networks and Learning Systems, Vol. 34, No. 9 | 1 Sep 2023
- Part-Time Bayesians: Incentives and Behavioral Heterogeneity in Belief UpdatingManagement Science, Vol. 69, No. 9 | 1 Sep 2023
- Reference intervals: past, present, and futureCritical Reviews in Clinical Laboratory Sciences, Vol. 60, No. 6 | 10 April 2023
- Clustering and semi‐supervised classification for clickstream data via mixture modelsCanadian Journal of Statistics, Vol. 45 | 17 August 2023
- Label Switching in Latent Class Analysis: Accuracy of Classification, Parameter Estimates, and Confidence IntervalsStructural Equation Modeling: A Multidisciplinary Journal, Vol. 47 | 14 August 2023
- A Truncated Mixture Transition Model for Interval-Valued Time SeriesJournal of Financial Econometrics, Vol. 88 | 14 August 2023
- A two-step estimator for multilevel latent class analysis with covariatesPsychometrika, Vol. 30 | 6 August 2023
- Comprehensive survey on hierarchical clustering algorithms and the recent developmentsArtificial Intelligence Review, Vol. 56, No. 8 | 26 December 2022
- Blind receiver design-based multi-dimensional stable distribution model using the EM algorithmAdvances in Mechanical Engineering, Vol. 15, No. 8 | 18 August 2023
- Statistical Inference with Local OptimaJournal of the American Statistical Association, Vol. 118, No. 543 | 28 February 2022
- Computational issues in parameter estimation for hidden Markov models with template model builderJournal of Statistical Computation and Simulation, Vol. 156 | 2 July 2023
- bakR: uncovering differential RNA synthesis and degradation kinetics transcriptome-wide with Bayesian hierarchical modelingRNA, Vol. 29, No. 7 | 7 April 2023
- A Survey on Model-Based Co-Clustering: High Dimension and Estimation ChallengesJournal of Classification, Vol. 40, No. 2 | 17 July 2023
- Extended Expectation Maximization for Under-Fitted ModelsICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | 4 Jun 2023
- Regularized EM AlgorithmICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | 4 Jun 2023
- Bayesian Latent Class Analysis: Sample Size, Model Size, and Classification PrecisionMathematics, Vol. 11, No. 12 | 17 June 2023
- An online terrain classification framework for legged robots based on acoustic signalsBiomimetic Intelligence and Robotics, Vol. 3, No. 2 | 1 Jun 2023
- A Generalized Learning Method for Obstacle Constraint Tasks Based on Dynamic Movement Primitives2023 International Conference on Frontiers of Robotics and Software Engineering (FRSE) | 1 Jun 2023
- Time series clustering with an EM algorithm for mixtures of linear Gaussian state space modelsPattern Recognition, Vol. 138 | 1 Jun 2023
- Finite mixtures of mean-parameterized Conway–Maxwell–Poisson modelsStatistical Papers, Vol. 32 | 19 May 2023
- Finite-Mixture Continuous Logit Model: Formulation and Application for Shopping Start Time Choice of Non-CommutersTransportation Research Record: Journal of the Transportation Research Board, Vol. 673 | 15 May 2023
- Bayesian network parameter learning using constraint-based data extension methodApplied Intelligence, Vol. 53, No. 9 | 13 August 2022
- Bayesian Network Parameter Learning Using Fuzzy ConstraintsNeurocomputing, Vol. 58 | 1 May 2023
- A new iterative initialization of EM algorithm for Gaussian mixture modelsPLOS ONE, Vol. 18, No. 4 | 13 April 2023
- Gradient projection Newton algorithm for sparse collaborative learning using synthetic and real datasets of applicationsJournal of Computational and Applied Mathematics, Vol. 422 | 1 Apr 2023
- Automatic organofacies identification by means of Machine Learning on Raman spectraInternational Journal of Coal Geology, Vol. 93 | 1 Apr 2023
- Time-dependent saturation and physics-based nonlinear model of cross-beam energy transferPhysics of Plasmas, Vol. 30, No. 4 | 5 April 2023
- Comparison of Two Approaches to Detecting Switched Class Labels in LCA Simulations: Class Assignment vs. Class SimilarityStructural Equation Modeling: A Multidisciplinary Journal | 20 March 2023
- Parameters not empirically identifiable or distinguishable, including correlation between Gaussian observationsStatistical Papers, Vol. 74 | 5 March 2023
- Online learning for the Dirichlet process mixture model via weakly conjugate approximationComputational Statistics & Data Analysis, Vol. 179 | 1 Mar 2023
- Reconciling reports: modelling employment earnings and measurement errors using linked survey and administrative dataJournal of the Royal Statistical Society Series A: Statistics in Society, Vol. 186, No. 1 | 31 January 2023
- A numerical method for resolving finite mixtures of three-dimensional inter-site distance distributions measured by single-molecule localization microscopyMicroscopy, Vol. 72, No. 1 | 20 October 2022
- Reduced Clustering Method Based on the Inversion Formula Density EstimationMathematics, Vol. 11, No. 3 | 28 January 2023
- A Novel Adaptive Kalman Filter Based on Credibility MeasureIEEE/CAA Journal of Automatica Sinica, Vol. 10, No. 1 | 1 Jan 2023
- Merits of Bayesian networks in overcoming small data challenges: a meta-model for handling missing dataInternational Journal of Machine Learning and Cybernetics, Vol. 14, No. 1 | 27 June 2022
- Mixture bivariate distribution of wind speed and air density for wind energy assessmentEnergy Conversion and Management, Vol. 276 | 1 Jan 2023
- Distributed Banach-Picard Iteration: Application to Distributed Parameter Estimation and PCAIEEE Transactions on Signal Processing, Vol. 71 | 1 Jan 2023
- Unified Classification Framework for Multipolarization and Dual-Frequency SARIEEE Transactions on Geoscience and Remote Sensing, Vol. 61 | 1 Jan 2023
- Mixture ModelEncyclopedia of Machine Learning and Data Science | 12 April 2023
- Review of Envelope Statistics Models for Quantitative Ultrasound Imaging and Tissue CharacterizationQuantitative Ultrasound in Soft Tissues | 15 February 2023
- Omni-Frequency Channel-Selection Representations for Unsupervised Anomaly DetectionIEEE Transactions on Image Processing, Vol. 32 | 1 Jan 2023
- Stochastic Approximation Beyond Gradient for Signal Processing and Machine LearningIEEE Transactions on Signal Processing, Vol. 71 | 1 Jan 2023
- Gaussian mixture models reveal highly diverse targeting tactics in a coastal fishing fleetICES Journal of Marine Science, Vol. 79, No. 10 | 22 November 2022
- Modeling stochastic service time for complex on-demand food deliveryComplex & Intelligent Systems, Vol. 8, No. 6 | 29 April 2022
- A mixture Rasch facets model for rater’s illusory halo effectsBehavior Research Methods, Vol. 54, No. 6 | 11 January 2022
- A hybrid steady-state evolutionary algorithm using random swaps for Gaussian model-based clusteringExpert Systems with Applications, Vol. 208 | 1 Dec 2022
- Generative Model of Autoencoders Self-Learning on Images Represented by Count SamplesAutomation and Remote Control, Vol. 83, No. 12 | 16 March 2023
- Swarm Intelligence Optimization‐Based Spectral UnmixingAdvances in Hyperspectral Image Processing Techniques | 11 November 2022
- On the Contaminated Weighted Exponential Distribution: Applications to Modeling Insurance Claim DataJournal of Risk and Financial Management, Vol. 15, No. 11 | 27 October 2022
- Modeling activity-travel behavior under a dynamic discrete choice framework with unobserved heterogeneityTransportation Research Part E: Logistics and Transportation Review, Vol. 167 | 1 Nov 2022
- A Bayesian latent class model for predicting gestational age in health administrative dataPharmaceutical Statistics, Vol. 21, No. 6 | 10 May 2022
- A mixture autoregressive model based on Gaussian and Student’s t -distributionsStudies in Nonlinear Dynamics & Econometrics, Vol. 26, No. 4 | 15 July 2021
- Learning Bayesian network parameters with soft-hard constraintsNeural Computing and Applications, Vol. 34, No. 20 | 15 June 2022
- Semi-automated metamodel/model co-evolution: a multi-level interactive approachSoftware and Systems Modeling, Vol. 21, No. 5 | 6 April 2022
- Mixtures and Psychological Inference with Resting State fMRIThe British Journal for the Philosophy of Science, Vol. 33 | 26 September 2022
- Robust clustering via mixtures of t factor analyzers with incomplete dataAdvances in Data Analysis and Classification, Vol. 16, No. 3 | 5 July 2021
- Optimal Configuration of Hybrid AC/DC Distribution Network Considering the Temporal Power Flow Complementarity on LinesIEEE Transactions on Smart Grid, Vol. 13, No. 5 | 1 Sep 2022
- A mixture of ordered probit models with endogenous switching between two latent classesThe Stata Journal: Promoting communications on statistics and Stata, Vol. 22, No. 3 | 6 October 2022
- A decision-support system to predict grape berry quality and wine potential for a Chenin vineyardComputers and Electronics in Agriculture, Vol. 200 | 1 Sep 2022
- Trainable Compound Activation Functions for Machine Learning2022 30th European Signal Processing Conference (EUSIPCO) | 29 Aug 2022
- Semiparametric zero-inflated Bernoulli regression with applicationsJournal of Applied Statistics, Vol. 49, No. 11 | 6 May 2021
- A New Clustering Method Based on the Inversion FormulaMathematics, Vol. 10, No. 15 | 22 July 2022
- A Review on Cyber Resilience Model in Small and Medium Enterprises2022 4th International Conference on Smart Sensors and Application (ICSSA) | 26 Jul 2022
- Review of Bayesian selection methods for categorical predictors using JAGSJournal of Applied Statistics, Vol. 49, No. 9 | 21 March 2021
- An Improved Parameter Estimator of the Homodyned K Distribution Based on the Maximum Likelihood Method for Ultrasound Tissue CharacterizationUltrasonic Imaging, Vol. 44, No. 4 | 8 June 2022
- Parameter Learning of Bayesian Network with Multiplicative Synergistic ConstraintsSymmetry, Vol. 14, No. 7 | 18 July 2022
- Statistical Study of the Kinetic Features of Supra-arcade Downflows Detected from Multiple Solar FlaresThe Astrophysical Journal, Vol. 933, No. 1 | 28 June 2022
- Hierarchical mixture-of-experts models for count variables with excessive zerosCommunications in Statistics - Theory and Methods, Vol. 51, No. 12 | 25 August 2020
- Model Design in Bayesian Spectral DeconvolutionJournal of the Physical Society of Japan, Vol. 91, No. 6 | 15 Jun 2022
- Estimation and computations for Gaussian mixtures with uniform noise under separation constraintsStatistical Methods & Applications, Vol. 31, No. 2 | 25 July 2021
- How many data clusters are in the Galaxy data set?Advances in Data Analysis and Classification, Vol. 16, No. 2 | 26 August 2021
- Gaussian mixture model with an extended ultrametric covariance structureAdvances in Data Analysis and Classification, Vol. 16, No. 2 | 25 February 2022
- Conditional functional clustering for longitudinal data with heterogeneous nonlinear patternsThe Annals of Applied Statistics, Vol. 16, No. 2 | 1 Jun 2022
- Correcting estimations of copepod volume from two‐dimensional imagesLimnology and Oceanography: Methods, Vol. 20, No. 6 | 20 May 2022
- Machine Learning for Urban ComputingMachine Learning and the City | 27 May 2022
- Extending finite mixtures of nonlinear mixed-effects models with covariate-dependent mixing weightsAdvances in Data Analysis and Classification, Vol. 46 | 8 May 2022
- A relaxed Gaussian mixture model framework for terrain classification based on distinct range datasetsRemote Sensing Letters, Vol. 13, No. 5 | 19 February 2022
- A Skew Logistic Distribution for Modelling COVID-19 Waves and Its Evaluation Using the Empirical Survival Jensen–Shannon DivergenceEntropy, Vol. 24, No. 5 | 25 April 2022
- Enabling Decision and Objective Space Exploration for Interactive Multi-Objective RefactoringIEEE Transactions on Software Engineering, Vol. 48, No. 5 | 1 May 2022
- A new statistical approach for identifying rare species under imperfect detectionDiversity and Distributions, Vol. 28, No. 5 | 17 February 2022
- Learning Diagonal Gaussian Mixture Models and Incomplete Tensor DecompositionsVietnam Journal of Mathematics, Vol. 50, No. 2 | 18 November 2021
- Robust probabilistic predictable feature analysis and its application for dynamic process monitoringJournal of Process Control, Vol. 112 | 1 Apr 2022
- Learning-based fuzzy c-means clustering using mixtures of Student’s-t distributions with missing information2022 9th Iranian Joint Congress on Fuzzy and Intelligent Systems (CFIS) | 2 Mar 2022
- Robust clustering of multiply censored data via mixtures of t factor analyzersTEST, Vol. 31, No. 1 | 8 April 2021
- Subgroup-effects models for the analysis of personal treatment effectsThe Annals of Applied Statistics, Vol. 16, No. 1 | 1 Mar 2022
- Semi-Parametric Estimation Using Bernstein Polynomial and a Finite Gaussian Mixture ModelEntropy, Vol. 24, No. 3 | 23 February 2022
- Statistical image watermark decoder using high-order difference coefficients and bounded generalized Gaussian mixtures-based HMTSignal Processing, Vol. 192 | 1 Mar 2022
- TLS-EM algorithm of Mixture Density Models for exponential familiesJournal of Computational and Applied Mathematics, Vol. 403 | 1 Mar 2022
- Locally optimum image watermark detector based on statistical modeling of SWT-EFMs magnitudesJournal of Information Security and Applications, Vol. 65 | 1 Mar 2022
- Probabilistic SDDLV method for localizing damage in bridges monitored within one cluster under time-varying environmental temperaturesJournal of Civil Structural Health Monitoring, Vol. 12, No. 1 | 5 October 2021
- Censored expectation maximization algorithm for mixtures: Application to intertrade waiting timesPhysica A: Statistical Mechanics and its Applications, Vol. 587 | 1 Feb 2022
- Variable Selection in Switching Dynamic Regression ModelsRevista Colombiana de Estadística, Vol. 45, No. 1 | 1 January 2022
- Bayesian learning of Gaussian mixture model for calculating debris flow exceedance probabilityGeorisk: Assessment and Management of Risk for Engineered Systems and Geohazards, Vol. 16, No. 1 | 27 January 2022
- A Roadmap to Hidden Markov Models and a Review of Its Application in Occupancy EstimationHidden Markov Models and Applications | 24 February 2012
- A non-asymptotic approach for model selection via penalization in high-dimensional mixture of experts modelsElectronic Journal of Statistics, Vol. 16, No. 2 | 1 Jan 2022
- Statistical Difference Models for Change Detection in Multispectral ImagesChange Detection and Image Time Series Analysis 1 | 3 December 2021
- Clustering, factor discovery and optimal transportInformation and Inference: A Journal of the IMA, Vol. 10, No. 4 | 26 December 2020
- Elastic transformation of histological slices allows precise co-registration with microCT data sets for a refined virtual histology approachScientific Reports, Vol. 11, No. 1 | 25 May 2021
- The whole day path planning problem incorporating mode chains modeling in the era of mobility as a serviceTransportation Research Part C: Emerging Technologies, Vol. 132 | 1 Nov 2021
- Modelling Healthcare Demand Count Data with Excessive Zeros and OverdispersionGlobal Economic Review, Vol. 50, No. 4 | 23 November 2021
- Constrained Adjusted Maximum a Posteriori Estimation of Bayesian Network ParametersEntropy, Vol. 23, No. 10 | 30 September 2021
- EEG Signal ModellingEEG Signal Processing and Machine Learning | 1 October 2021
- Gaussian Mixture Estimation from Weighted Samples2021 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI) | 23 Sep 2021
- Identifying the recurrence of sleep apnea using a harmonic hidden Markov modelThe Annals of Applied Statistics, Vol. 15, No. 3 | 1 Sep 2021
- VAMANA: modeling binary black hole population with minimal assumptionsClassical and Quantum Gravity, Vol. 38, No. 15 | 5 July 2021
- Recommendation agents and information sharing through social media for coronavirus outbreakTelematics and Informatics, Vol. 61 | 1 Aug 2021
- Identifying Mixture Components From Large-Scale Keystroke Log DataFrontiers in Psychology, Vol. 12 | 29 July 2021
- Regularizing CTC in Expectation-Maximization Framework with Application to Handwritten Text Recognition2021 International Joint Conference on Neural Networks (IJCNN) | 18 Jul 2021
- Developments and debates on latent variable modeling in diagnostic studies when there is no gold standardBiostatistics & Epidemiology, Vol. 5, No. 2 | 15 October 2019
- A New GMRF Self-supervised Algorithm Applied to SAR Image ClassificationJournal of the Indian Society of Remote Sensing, Vol. 49, No. 7 | 10 March 2021
- An unsupervised machine-learning checkpoint-restart algorithm using Gaussian mixtures for particle-in-cell simulationsJournal of Computational Physics, Vol. 436 | 1 Jul 2021
- A Universal Framework for Learning the Elliptical Mixture ModelIEEE Transactions on Neural Networks and Learning Systems, Vol. 32, No. 7 | 1 Jul 2021
- On the partitioning of urban networks for MFD-based applications using Gaussian Mixture Models2021 7th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS) | 16 Jun 2021
- Efficiency of Tanzania's foreign exchange marketAfrican Development Review, Vol. 33, No. 2 | 18 May 2021
- A Data-Driven Approach for Contact Detection, Classification and Reaction in Physical Human-Robot Collaboration2021 IEEE International Conference on Robotics and Automation (ICRA) | 30 May 2021
- Incorporating the dilution effect in group testing regressionStatistics in Medicine, Vol. 40, No. 11 | 17 February 2021
- Probabilistic Data Association for Orbital-Element Estimation Using Multistage Expectation–MaximizationJournal of Aerospace Information Systems, Vol. 18, No. 5 | 1 May 2021
- Detection of impostor and tampered segments in audio by using an intelligent systemComputers & Electrical Engineering, Vol. 91 | 1 May 2021
- Robust and ultrafast fiducial marker correspondence in electron tomography by a two-stage algorithm considering local constraintsBioinformatics, Vol. 37, No. 1 | 8 January 2021
- Many Classes, Restricted Measurement (MACREM) Models for Improved Measurement of Activities of Daily LivingJournal of Survey Statistics and Methodology, Vol. 9, No. 2 | 1 March 2021
- Soft clustering-based scenario bundling for a progressive hedging heuristic in stochastic service network designComputers & Operations Research, Vol. 128 | 1 Apr 2021
- Comparison between Expected and Observed Fisher Information in Interval Estimation2021 55th Annual Conference on Information Sciences and Systems (CISS) | 24 Mar 2021
- Hierarchical Markov-switching models for multivariate integer-valued time-seriesJournal of Econometrics, Vol. 221, No. 1 | 1 Mar 2021
- Synthetic Aperture Radar Image Statistical Modeling: Part One-Single-Pixel Statistical ModelsIEEE Geoscience and Remote Sensing Magazine, Vol. 9, No. 1 | 1 Mar 2021
- Mixture Modeling Using the Multivariate Restricted Skew-Normal Scale Mixture of Birnbaum–Saunders DistributionsIranian Journal of Science and Technology, Transactions A: Science, Vol. 45, No. 1 | 27 November 2020
- Joint distribution of significant wave height and zero-up-crossing wave period using mixture copula methodOcean Engineering, Vol. 219 | 1 Jan 2021
- On the curved exponential family in the Stochastic Approximation Expectation Maximization AlgorithmESAIM: Probability and Statistics, Vol. 25 | 5 October 2021
- A Survey of Physical-Layer Authentication in Wireless CommunicationsIEEE Communications Surveys & Tutorials, Vol. 23, No. 1 | 1 Jan 2021
- Boosting in Univariate Nonparametric Maximum Likelihood EstimationIEEE Signal Processing Letters, Vol. 28 | 1 Jan 2021
- Reconciling Reports: Modelling Employment Earnings and Measurement Errors Using Linked Survey and Administrative DataSSRN Electronic Journal, Vol. 95 | 1 January 2021
- Matching user identities across social networks with limited profile dataFrontiers of Computer Science, Vol. 14, No. 6 | 19 April 2020
- Automated learning of mixtures of factor analysis models with missing informationTEST, Vol. 29, No. 4 | 29 January 2020
- On Smoothed Nonparametric MWSD Estimation of Mixing ProportionsJournal of the Indian Society for Probability and Statistics, Vol. 21, No. 2 | 19 November 2020
- On Physical-Social-Aware Localness Inference by Exploring Big Data from Location-Based ServicesIEEE Transactions on Big Data, Vol. 6, No. 4 | 1 Dec 2020
- Singularity, misspecification and the convergence rate of EMThe Annals of Statistics, Vol. 48, No. 6 | 1 Dec 2020
- Estimation of finite mixture models of skew-symmetric circular distributionsMetrika, Vol. 83, No. 8 | 9 December 2019
- Fair Detection of Poisoning Attacks in Federated Learning2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI) | 1 Nov 2020
- Multi-sensor data fusion for accurate surface modelingSoft Computing, Vol. 24, No. 19 | 27 March 2020
- Kümeleme Algoritmalarında Kullanılan Farklı Yöntemlere Genel BakışBlack Sea Journal of Engineering and Science, Vol. 3, No. 4 | 1 October 2020
- Ship Detection in SAR Images Using Convolutional Variational AutoencodersIGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium | 26 Sep 2020
- Two-Dimensional Robust Source Localization Under Non-Gaussian NoiseCircuits, Systems, and Signal Processing, Vol. 39, No. 9 | 3 March 2020
- Influence function-based empirical likelihood and generalized confidence intervals for the Lorenz curveStatistical Methods & Applications, Vol. 29, No. 3 | 29 June 2019
- Bivariate copula modelling of successive wave periods in combined sea statesEstuarine, Coastal and Shelf Science, Vol. 242 | 1 Sep 2020
- Heterogén kereskedési stratégiák hatása a piaci árfolyamokraKözgazdasági Szemle, Vol. 67, No. 7-8 | 17 Aug 2020
- A general frame for uncertainty propagation under multimodally distributed random variablesComputer Methods in Applied Mechanics and Engineering, Vol. 367 | 1 Aug 2020
- Extending finite mixtures of t linear mixed-effects models with concomitant covariatesComputational Statistics & Data Analysis, Vol. 148 | 1 Aug 2020
- Robust Clock Skew and Offset Estimation for IEEE 1588 in the Presence of Unexpected Deterministic Path Delay AsymmetriesIEEE Transactions on Communications, Vol. 68, No. 8 | 1 Aug 2020
- Optimal estimation of Gaussian mixtures via denoised method of momentsThe Annals of Statistics, Vol. 48, No. 4 | 1 Aug 2020
- A Trait-Based Clustering for Phytoplankton Biomass Modeling and PredictionDiversity, Vol. 12, No. 8 | 28 July 2020
- A tractable latent variable model for nonlinear dimensionality reductionProceedings of the National Academy of Sciences, Vol. 117, No. 27 | 22 June 2020
- Signal Processing for Sensor NetworksBody Sensor Networking, Design and Algorithms | 10 June 2020
- Mixture distribution modeling for scalable graph-based semi-supervised learningKnowledge-Based Systems, Vol. 200 | 1 Jul 2020
- On evolving size and shape of gas bubble in marine clay under multi-stage loadings: microcomputed tomography (μCT) characterization and cavity contraction analysisCanadian Geotechnical Journal, Vol. 57, No. 7 | 1 Jul 2020
- Progressive Bayesian Filtering with Coupled Gaussian and Dirac Mixtures2020 IEEE 23rd International Conference on Information Fusion (FUSION) | 1 Jul 2020
- Uncertainty and Effectiveness of Monetary Policy: A Bayesian Markov Switching-VAR AnalysisJournal of Central Banking Theory and Practice, Vol. 9, No. s1 | 16 July 2020
- Likelihood-based estimation of a semiparametric time-dependent jump diffusion model of the short-term interest rateComputational Statistics, Vol. 35, No. 2 | 27 February 2019
- An alternative to EM for Gaussian mixture models: batch and stochastic Riemannian optimizationMathematical Programming, Vol. 181, No. 1 | 19 March 2019
- Clustering multivariate data using factor analytic Bayesian mixtures with an unknown number of componentsStatistics and Computing, Vol. 30, No. 3 | 27 August 2019
- Tsunami Damage Detection with Remote Sensing: A ReviewGeosciences, Vol. 10, No. 5 | 12 May 2020
- A Fast Algorithm for Maximum Likelihood Estimation of Mixture Proportions Using Sequential Quadratic ProgrammingJournal of Computational and Graphical Statistics, Vol. 29, No. 2 | 8 January 2020
- Typological Grouping Based on Decomposition of Probability Distributions MixturesVestnik NSUEM, No. 1 | 2 April 2020
- Handling Incomplete Sensor Measurements in Fault Detection and Diagnosis for Building HVAC SystemsIEEE Transactions on Automation Science and Engineering, Vol. 17, No. 2 | 1 Apr 2020
- An exact line search scheme to accelerate the EM algorithm: Application to Gaussian mixture models identificationJournal of Computational Science, Vol. 41 | 1 Mar 2020
- Estimation of Gaussian mixture models via tensor moments with application to online learningPattern Recognition Letters, Vol. 131 | 1 Mar 2020
- Charge Detection Mass Spectrometry Measurements of Exosomes and other Extracellular Particles Enriched from Bovine MilkAnalytical Chemistry, Vol. 92, No. 4 | 28 January 2020
- Toward an Efficient Computation of Log-Likelihood Functions in Statistical Inference: Overdispersed Count Data ClusteringMixture Models and Applications | 14 August 2019
- Estimating Demand with Constrained Data and Product SubstitutionsChannel Strategies and Marketing Mix in a Connected World | 15 December 2019
- Decentralized Expectation Maximization AlgorithmAlgorithms and Architectures for Parallel Processing | 29 September 2020
- Fitting Gaussian Mixture Models Using Cooperative Particle Swarm OptimizationSwarm Intelligence | 23 October 2020
- Model-Based ClusteringAn Introduction to Clustering with R | 28 August 2020
- PrefacePediatric Reference Intervals | 1 Jan 2020
- Supervised and unsupervised learningBiomedical Signal Processing and Artificial Intelligence in Healthcare | 1 Jan 2020
- Signal denoising using the minimum-probability-of-error criterionAPSIPA Transactions on Signal and Information Processing, Vol. 9 | 20 January 2020
- Determining the Breakpoints of Fundamental DiagramsIEEE Intelligent Transportation Systems Magazine, Vol. 12, No. 1 | 1 Jan 2020
- METTLE: A METamorphic Testing Approach to Assessing and Validating Unsupervised Machine Learning SystemsIEEE Transactions on Reliability | 1 Jan 2020
- Bayesian Nonnegative Matrix Factorization With Dirichlet Process MixturesIEEE Transactions on Signal Processing, Vol. 68 | 1 Jan 2020
- Digital Image Forensics Based on CFA Interpolation Feature and Gaussian Mixture ModelDigital Forensics and Forensic Investigations | 1 Jan 2020
- A framework for deriving drought indicators from the Gravity Recovery and Climate Experiment (GRACE)Hydrology and Earth System Sciences, Vol. 24, No. 1 | 16 January 2020
- Sparse Travel Time Estimation from Streaming DataTransportation Science, Vol. 4 | 23 December 2019
- Multiscale Gaussian convolution algorithm for estimate of Gaussian mixture modelCommunications in Statistics - Theory and Methods, Vol. 48, No. 23 | 29 December 2018
- Bayesian shrinkage in mixture-of-experts models: identifying robust determinants of class membershipAdvances in Data Analysis and Classification, Vol. 13, No. 4 | 21 February 2019
- A Mixture Model Approach for Compositional Data: Inferring Land-Use Influence on Point-Referenced Water Quality MeasurementsJournal of Agricultural, Biological and Environmental Statistics, Vol. 24, No. 4 | 19 July 2019
- A novel MM algorithm and the mode-sharing method in Bayesian computation for the analysis of general incomplete categorical dataComputational Statistics & Data Analysis, Vol. 140 | 1 Dec 2019
- Efficient Computation of Log-likelihood Function in Clustering Overdispersed Count Data Using Multinomial Beta-Liouville Distribution2019 IEEE Symposium Series on Computational Intelligence (SSCI) | 1 Dec 2019
- Novel Geometric Area Analysis Technique for Anomaly Detection Using Trapezoidal Area Estimation on Large-Scale NetworksIEEE Transactions on Big Data, Vol. 5, No. 4 | 1 Dec 2019
- Parametric Classification of Bingham Distributions Based on Grassmann ManifoldsIEEE Transactions on Image Processing, Vol. 28, No. 12 | 1 Dec 2019
- Heteroscedastic and heavy-tailed regression with mixtures of skew Laplace normal distributionsJournal of Statistical Computation and Simulation, Vol. 89, No. 17 | 29 August 2019
- A new uncertainty propagation method considering multimodal probability density functionsStructural and Multidisciplinary Optimization, Vol. 60, No. 5 | 10 June 2019
- Evaluation of different chrominance models in the detection and reconstruction of faces and hands using the growing neural gas networkPattern Analysis and Applications, Vol. 22, No. 4 | 8 April 2019
- Concomitant-Variable Latent-Class Beta Inflated Models to Assess Students’ Performance: An Italian Case StudySocial Indicators Research, Vol. 146, No. 1-2 | 20 March 2018
- Probability distribution of wave periods in combined sea states with finite mixture modelsApplied Ocean Research, Vol. 92 | 1 Nov 2019
- Generalized earthquake frequency–magnitude distribution described by asymmetric Laplace mixture modellingGeophysical Journal International, Vol. 219, No. 2 | 12 August 2019
- Reconstruction of Stochastic 3D Signals With Symmetric Statistics From 2D Projection Images Motivated by Cryo-Electron MicroscopyIEEE Transactions on Image Processing, Vol. 28, No. 11 | 1 Nov 2019
- Fatty Acid Triangulation in Albumins Using a Landmark Spin LabelIsrael Journal of Chemistry, Vol. 59, No. 11-12 | 18 November 2019
- Label switching problem in Bayesian analysis for gravitational wave astronomyPhysical Review D, Vol. 100, No. 8 | 21 October 2019
- Maximum Likelihood Estimation of a Low-Rank Probability Mass Tensor From Partial ObservationsIEEE Signal Processing Letters, Vol. 26, No. 10 | 1 Oct 2019
- Compressed Sensing-Based Multi-Abnormality Self-Detecting and Faults Location Method for UAV SwarmsIEICE Transactions on Communications, Vol. E102.B, No. 10 | 1 Oct 2019
- Drawback in the Change Detection Approach: False Detection during the 2018 Western Japan FloodsRemote Sensing, Vol. 11, No. 19 | 5 October 2019
- MMK for heterogeneous data: identifiability, estimation and applicationComputational and Applied Mathematics, Vol. 38, No. 3 | 24 May 2019
- Clustering right-skewed data stream via Birnbaum–Saunders mixture models: A flexible approach based on fuzzy clustering algorithmApplied Soft Computing, Vol. 82 | 1 Sep 2019
- Assessing drug effect from distributional data: A population approach with application to Duchenne Muscular Dystrophy treatmentComputer Methods and Programs in Biomedicine, Vol. 178 | 1 Sep 2019
- Protection of records and data authentication based on secret shares and watermarkingFuture Generation Computer Systems, Vol. 98 | 1 Sep 2019
- Less is More: From Multi-objective to Mono-objective Refactoring via Developer's Knowledge Extraction2019 19th International Working Conference on Source Code Analysis and Manipulation (SCAM) | 1 Sep 2019
- Confidence Intervals for Class Prevalences under Prior Probability ShiftMachine Learning and Knowledge Extraction, Vol. 1, No. 3 | 17 July 2019
- Study on the Relationship between Worker States and Unsafe Behaviours in Coal Mine Accidents Based on a Bayesian Networks ModelSustainability, Vol. 11, No. 18 | 13 September 2019
- Parameter redundancy and identifiability in hidden Markov modelsMETRON, Vol. 77, No. 2 | 18 July 2019
- The endo–exo problem in high frequency financial price fluctuations and rejecting criticalityQuantitative Finance, Vol. 19, No. 7 | 11 January 2019
- Iterative tighter nonparallel hyperplane support vector clustering with simultaneous feature selectionCluster Computing, Vol. 22, No. S4 | 30 December 2017
- Mixture Mixed Models: Biennial Growth as a Latent Variable in Coffee Bean ProgeniesCrop Science, Vol. 59, No. 4 | 1 July 2019
- Measurement Invariance Testing Using Random Effects model for Many groups: Multilevel Confirmatory Factor Analysis (ML CFA) and Multilevel Factor Mixture Modeling (ML FMM)The Korean Journal of Psychology: General, Vol. 38, No. 2 | 25 Jun 2019
- Efficient modelling of SAR texture with a gamma‐inverse gamma distribution for MAP‐based speckle suppressionIET Radar, Sonar & Navigation, Vol. 13, No. 6 | 3 April 2019
- Fast Implementation of Image Denoising Algorithm Based on GPU2019 Chinese Control And Decision Conference (CCDC) | 1 Jun 2019
- Semiparametric empirical best prediction for small area estimation of unemployment indicatorsThe Annals of Applied Statistics, Vol. 13, No. 2 | 1 Jun 2019
- CHIME: Clustering of high-dimensional Gaussian mixtures with EM algorithm and its optimalityThe Annals of Statistics, Vol. 47, No. 3 | 1 Jun 2019
- A Pre-classification-Based Language Identification for Northeast Indian Languages Using Prosody and Spectral FeaturesCircuits, Systems, and Signal Processing, Vol. 38, No. 5 | 12 October 2018
- Learning Bayesian network parameters via minimax algorithmInternational Journal of Approximate Reasoning, Vol. 108 | 1 May 2019
- Complex Network Community Extraction Based on Gaussian Mixture Model AlgorithmIOP Conference Series: Earth and Environmental Science, Vol. 267, No. 4 | 1 May 2019
- Aircraft Pose Estimation Based on Geometry Structure Features and Line CorrespondencesSensors, Vol. 19, No. 9 | 9 May 2019
- A novel mixture model using the multivariate normal mean–variance mixture of Birnbaum–Saunders distributions and its application to extrasolar planetsJournal of Multivariate Analysis, Vol. 171 | 1 May 2019
- Improving Brain Tumor Diagnosis Using MRI Segmentation Based on Collaboration of Beta Mixture Model and Learning AutomataArabian Journal for Science and Engineering, Vol. 44, No. 4 | 6 June 2018
- Digital Image Forensics Based on CFA Interpolation Feature and Gaussian Mixture ModelInternational Journal of Digital Crime and Forensics, Vol. 11, No. 2 | 1 Apr 2019
- Bernstein polynomial model for nonparametric multivariate densityStatistics, Vol. 53, No. 2 | 6 February 2019
- Testing for the omission of relevant variables and regime-switching misspecificationEmpirical Economics, Vol. 56, No. 3 | 29 December 2017
- Unifying data units and models in (co-)clusteringAdvances in Data Analysis and Classification, Vol. 13, No. 1 | 25 May 2018
- An effective Bayesian network parameters learning algorithm for autonomous mission decision-making under scarce dataInternational Journal of Machine Learning and Cybernetics, Vol. 10, No. 3 | 10 November 2017
- Gaussian mixture model for texture characterization with application to brain DTI imagesJournal of Advanced Research, Vol. 16 | 1 Mar 2019
- Variational Bayesian Change Detection of Remote Sensing Images Based on Spatially Variant Gaussian Mixture Model and Separability CriterionIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 12, No. 3 | 1 Mar 2019
- Constructing Pathway-Based Priors within a Gaussian Mixture Model for Bayesian Regression and ClassificationIEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 16, No. 2 | 1 Mar 2019
- Model Selection for Mixture Models Using Perfect SampleJournal of Statistical Research of Iran, Vol. 15, No. 2 | 1 March 2019
- Bubble Detection in Lithium-ion Polymer Cell Sheet Using Extreme Learning MachineRecent Patents on Engineering, Vol. 13, No. 1 | 8 Feb 2019
- Widespread Incorrect Implementation of the Hoffmann Method, the Correct Approach, and Modern AlternativesAmerican Journal of Clinical Pathology, Vol. 151, No. 3 | 26 November 2018
- A Novel Joint Change Detection Approach Based on Weight-Clustering Sparse AutoencodersIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 12, No. 2 | 1 Feb 2019
- Overview for Statistical Modeling of SAR ImagesCharacterization of SAR Clutter and Its Applications to Land and Ocean Observations | 30 January 2019
- Real-Time Facial Recognition Using Deep Learning and Local Binary PatternsProceedings of International Ethical Hacking Conference 2018 | 5 October 2018
- A review of the Expectation Maximization algorithm in data-driven process identificationJournal of Process Control, Vol. 73 | 1 Jan 2019
- Rapid Estimation of Road Friction for Anti-Skid Autonomous DrivingIEEE Transactions on Intelligent Transportation Systems | 1 Jan 2019
- A data augmentation approach for a class of statistical inference problemsPLOS ONE, Vol. 13, No. 12 | 10 December 2018
- A closed-form estimation of the travel time percentile function for characterizing travel time reliabilityTransportation Research Part B: Methodological, Vol. 118 | 1 Dec 2018
- Chaotic SensingIEEE Transactions on Image Processing, Vol. 27, No. 12 | 1 Dec 2018
- Machine learning and causal analyses for modeling financial and economic dataApplied Informatics, Vol. 5, No. 1 | 29 December 2018
- Standardization of multivariate Gaussian mixture models and background adjustment of PET images in brain oncologyThe Annals of Applied Statistics, Vol. 12, No. 4 | 1 Dec 2018
- Retrieval of Similar Evolution Patterns from Satellite Image Time SeriesApplied Sciences, Vol. 8, No. 12 | 1 December 2018
- Bayesian 3D X-Ray Computed Tomography with a Hierarchical Prior Model for Sparsity in Haar Transform DomainEntropy, Vol. 20, No. 12 | 16 December 2018
- Unsupervised segmentation of hidden Markov fields corrupted by correlated non-Gaussian noiseInternational Journal of Approximate Reasoning, Vol. 102 | 1 Nov 2018
- Noncanonical Spectral Model of Multidimensional Uniform Random FieldsJournal of Computer and Systems Sciences International, Vol. 57, No. 6 | 26 February 2019
- Towards More Structure: Comparing TNM Staging Completeness and Processing Time of Text-Based Reports versus Fully Segmented and Annotated PET/CT Data of Non-Small-Cell Lung CancerContrast Media & Molecular Imaging, Vol. 2018 | 1 Nov 2018
- A Markovian Approach to Unsupervised Change Detection with Multiresolution and Multimodality SAR DataRemote Sensing, Vol. 10, No. 11 | 23 October 2018
- Chaos-based robust method of zero-watermarking for medical signalsFuture Generation Computer Systems, Vol. 88 | 1 Nov 2018
- Some theoretical results regarding the polygonal distributionCommunications in Statistics - Theory and Methods, Vol. 47, No. 20 | 20 November 2017
- Placebo Response as a Latent Characteristic: Application to Analysis of Sequential Parallel Comparison Design StudiesJournal of the American Statistical Association, Vol. 113, No. 524 | 7 August 2018
- Evolution of IgE responses to multiple allergen components throughout childhoodJournal of Allergy and Clinical Immunology, Vol. 142, No. 4 | 1 Oct 2018
- Parameter estimation with profile likelihood method and penalized EM algorithm in normal mixture distributionsJournal of Statistics and Management Systems, Vol. 21, No. 7 | 29 October 2018
- A Numerical Integral Algorithm Based on the CAPSO to Improve the Estimation for the Parameters of the Homodyned-K Distribution2018 IEEE 18th International Conference on Communication Technology (ICCT) | 1 Oct 2018
- Invariant color features–based foreground segmentation for human‐computer interactionMathematical Methods in the Applied Sciences, Vol. 41, No. 15 | 27 November 2017
- Algorithmic Aspects of Machine Learning28 September 2018
- Canopy-Forming Macroalgae Facilitate Recolonization of Sub-Arctic Intertidal Fauna and Reduce Temperature ExtremesFrontiers in Marine Science, Vol. 5 | 19 September 2018
- Post-processing of Markov chain Monte Carlo output in Bayesian latent variable models with application to multidimensional scalingComputational Statistics, Vol. 33, No. 3 | 18 August 2017
- Alternating Relaxed Twin Bounded Support Vector ClusteringWireless Personal Communications, Vol. 102, No. 2 | 28 December 2017
- On model-based clustering of skewed matrix dataJournal of Multivariate Analysis, Vol. 167 | 1 Sep 2018
- Human‐level face verification with intra‐personal factor analysis and deep face representationIET Biometrics, Vol. 7, No. 5 | 12 March 2018
- Convergence of an iterative algorithm to the nonparametric MLE of a mixing distributionStatistics & Probability Letters, Vol. 140 | 1 Sep 2018
- Hypothesis testing in finite mixture of regressions: Sparsity and model selection uncertaintyCanadian Journal of Statistics, Vol. 46, No. 3 | 23 November 2018
- ReferencesFundamental Statistical Inference | 8 September 2018
- Additive Fuzzy Systems: From Generalized Mixtures to Rule ContinuaInternational Journal of Intelligent Systems, Vol. 33, No. 8 | 25 April 2018
- DOST: a distributed object segmentation toolMultimedia Tools and Applications, Vol. 77, No. 16 | 20 December 2017
- Overfitting Bayesian mixtures of factor analyzers with an unknown number of componentsComputational Statistics & Data Analysis, Vol. 124 | 1 Aug 2018
- An intelligent healthcare system for detection and classification to discriminate vocal fold disordersFuture Generation Computer Systems, Vol. 85 | 1 Aug 2018
- Edge-centric multimodal authentication system using encrypted biometric templatesFuture Generation Computer Systems, Vol. 85 | 1 Aug 2018
- Finite mixtures of skewed matrix variate distributionsPattern Recognition, Vol. 80 | 1 Aug 2018
- The Mixturegram: A Visualization Tool for Assessing the Number of Components in Finite Mixture ModelsJournal of Computational and Graphical Statistics, Vol. 27, No. 3 | 6 June 2018
- Speaker Verification Using Adapted Bounded Gaussian Mixture Model2018 IEEE International Conference on Information Reuse and Integration (IRI) | 1 Jul 2018
- Query-by-Example Retrieval in Satellite Image Time Series2018 41st International Conference on Telecommunications and Signal Processing (TSP) | 1 Jul 2018
- Detection of Differential Settlement of Man-Made Structures Coupled with Urban Development by Using Persistent Scatterer Interferometry (PSI)Remote Sensing, Vol. 10, No. 7 | 3 July 2018
- Soft Range Information for Network LocalizationIEEE Transactions on Signal Processing, Vol. 66, No. 12 | 15 Jun 2018
- Eigenvalues and constraints in mixture modeling: geometric and computational issuesAdvances in Data Analysis and Classification, Vol. 12, No. 2 | 23 October 2017
- Semi-Supervized Hyperspectral Image Classification using Virtually Labeled Training Data based on the Improved Gaussian Mixture Clustering2018 10th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) | 1 Jun 2018
- Biomarker assessment and combination with differential covariate effects and an unknown gold standard, with an application to Alzheimer’s diseaseThe Annals of Applied Statistics, Vol. 12, No. 2 | 1 Jun 2018
- On the use of bootstrap with variational inference: Theory, interpretation, and a two-sample test exampleThe Annals of Applied Statistics, Vol. 12, No. 2 | 1 Jun 2018
- On the mixtures of Weibull and Pareto (IV) distribution: An alternative to Pareto distributionCommunications in Statistics - Theory and Methods, Vol. 47, No. 9 | 2 February 2018
- Semi-supervised classification framework of hyperspectral images based on the fusion evidence entropyMultimedia Tools and Applications, Vol. 77, No. 9 | 17 April 2017
- On convergence and parameter selection of the EM and DA-EM algorithms for Gaussian mixturesPattern Recognition, Vol. 77 | 1 May 2018
- Mixture models applied to heterogeneous populationsBrazilian Journal of Probability and Statistics, Vol. 32, No. 2 | 1 May 2018
- Reconstruction of molecular network evolution from cross‐sectional omics dataBiometrical Journal, Vol. 60, No. 3 | 10 January 2018
- Plasticity in One Hemisphere, Control From Two: Adaptation in Descending Motor Pathways After Unilateral Corticospinal Injury in Neonatal RatsFrontiers in Neural Circuits, Vol. 12 | 12 April 2018
- Class Identification Efficacy in Piecewise GMM with Unknown Turning PointsThe Journal of Experimental Education, Vol. 86, No. 2 | 30 March 2017
- Agreement on the Classification of Latent Class Membership Between Different Identification Constraint Approaches in the Mixture Rasch ModelMethodology, Vol. 14, No. 2 | 1 Apr 2018
- Detecting traffic anomaly in wireless networks, an analytics methodology2018 Wireless Telecommunications Symposium (WTS) | 1 Apr 2018
- Effect fusion using model-based clusteringStatistical Modelling, Vol. 18, No. 2 | 15 January 2018
- Classifying Alzheimer's disease using probability distribution distance of fractional anisotropy and trace from diffusion tensor imaging in combination with whole-brain segmentationsMedical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging | 12 Mar 2018
- Asymptotic results for a stationary random process generated by the stochastic EM algorithm in mixture analysesJournal of Statistics and Management Systems, Vol. 21, No. 2 | 14 March 2018
- Binaural lateral localization of multiple sources in real environments using a kurtosis-driven split-EM algorithmEngineering Applications of Artificial Intelligence, Vol. 69 | 1 Mar 2018
- Spectral Learning for Supervised Topic ModelsIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 40, No. 3 | 1 Mar 2018
- Reliability-Based Topology Optimization Using Mean-Value Second-Order Saddlepoint ApproximationJournal of Mechanical Design, Vol. 140, No. 3 | 10 January 2018
- Post-Processing Approach for Refining Raw Land Cover Change Detection of Very High-Resolution Remote Sensing ImagesRemote Sensing, Vol. 10, No. 3 | 17 March 2018
- Unsupervised stress detection from remote physiological signal2018 IEEE International Conference on Industrial Technology (ICIT) | 1 Feb 2018
- A Theoretical Framework for Change Detection Based on a Compound Multiclass Statistical Model of the Difference ImageIEEE Transactions on Geoscience and Remote Sensing, Vol. 56, No. 2 | 1 Feb 2018
- Diagnostic MeasurementInnovative Research Methodologies in Management | 6 December 2017
- Estimation of Probability Density Function of Digital Substrate Noise in Mixed Signal SystemInternational Conference on Wireless, Intelligent, and Distributed Environment for Communication | 18 April 2018
- Unsupervised Image Histogram Peak Detection Based on Gaussian Mixture ModelApplied Sciences in Graphic Communication and Packaging | 17 January 2018
- Fault Detection in Hard Disk Drives Based on a Semi Parametric Model and Statistical EstimatorsNew Generation Computing, Vol. 36, No. 1 | 25 April 2017
- Application of automatic statistical post-processing method for analysis of ultrasonic and digital dermatoscopy imagesLibyan Journal of Medicine, Vol. 13, No. 1 | 26 June 2018
- Adaptive Detection of Low-Signature Targets in Forward-Looking GPR ImageryIEEE Geoscience and Remote Sensing Letters | 1 Jan 2018
- Robust Facial Expression Recognition for MuCI: A Comprehensive Neuromuscular Signal AnalysisIEEE Transactions on Affective Computing, Vol. 9, No. 1 | 1 Jan 2018
- Reducing interactive refactoring effort via clustering-based multi-objective searchProceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering - ASE 2018 | 1 Jan 2018
- Clustering of longitudinal data by using an extended baseline: A new method for treatment efficacy clustering in longitudinal dataStatistical Methods in Medical Research, Vol. 27, No. 1 | 31 December 2015
- Mixture Item Response Models for Inattentive Responding BehaviorOrganizational Research Methods, Vol. 21, No. 1 | 18 August 2017
- The Endo-Exo Problem in High Frequency Financial Price Fluctuations and Rejecting CriticalitySSRN Electronic Journal | 1 Jan 2018
- Feasibility Study on Modeling of Flight Time Prediction Uncertainty using Flight and Meteorological ConditionsJOURNAL OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES, Vol. 66, No. 5 | 1 Jan 2018
- A dynamic ultrasound simulation of a pulsating three‐layered CCA for validation of two‐dimensional wall motion and blood velocity estimation algorithmsMedical Physics, Vol. 45, No. 1 | 10 December 2017
- Clustering Directions Based on the Estimation of a Mixture of Von Mises-Fisher DistributionsThe Open Statistics & Probability Journal, Vol. 08, No. 1 | 29 Dec 2017
- A comparison of the $$L_2$$ L 2 minimum distance estimator and the EM-algorithm when fitting $${\varvec{{k}}}$$ k -component univariate normal mixturesStatistical Papers, Vol. 58, No. 4 | 24 February 2016
- Learning Bayesian network parameters from small data sets: A further constrained qualitatively maximum a posteriori methodInternational Journal of Approximate Reasoning, Vol. 91 | 1 Dec 2017
- Semi-supervised cross-entropy clustering with information bottleneck constraintInformation Sciences, Vol. 421 | 1 Dec 2017
- An open source C++ implementation of multi-threaded Gaussian mixture models, k-means and expectation maximisation2017 11th International Conference on Signal Processing and Communication Systems (ICSPCS) | 1 Dec 2017
- Synthetic Aperature LADAR: A Model-Based ApproachIEEE Transactions on Computational Imaging, Vol. 3, No. 4 | 1 Dec 2017
- A hybrid parameter estimation algorithm for beta mixtures and applications to methylation state classificationAlgorithms for Molecular Biology, Vol. 12, No. 1 | 18 August 2017
- Assessing the fit of finite mixture distributionsAustralian & New Zealand Journal of Statistics, Vol. 59, No. 4 | 11 December 2017
- Robust generative asymmetric GMM for brain MR image segmentationComputer Methods and Programs in Biomedicine, Vol. 151 | 1 Nov 2017
- A robust modified Gaussian mixture model with rough set for image segmentationNeurocomputing, Vol. 266 | 1 Nov 2017
- Bernstein polynomial model for grouped continuous dataJournal of Nonparametric Statistics, Vol. 29, No. 4 | 12 September 2017
- A Semiparametric and Location-Shift Copula-Based Mixture ModelJournal of Classification, Vol. 34, No. 3 | 19 October 2017
- Deep features-based expression-invariant tied factor analysis for emotion recognition2017 IEEE International Joint Conference on Biometrics (IJCB) | 1 Oct 2017
- A modified MRF segmentation of brain MR images2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) | 1 Oct 2017
- Accuracy of Parameter Estimates and Confidence Intervals in Moderated Mediation ModelsOrganizational Research Methods, Vol. 20, No. 4 | 19 July 2015
- Performance of growth mixture models in the presence of time-varying covariatesBehavior Research Methods, Vol. 49, No. 5 | 31 October 2016
- Bridging Mixture Model Estimation and Information Bounds Using I-MMSEIEEE Transactions on Signal Processing, Vol. 65, No. 18 | 15 Sep 2017
- Active network management for electrical distribution systems: problem formulation, benchmark, and approximate solutionOptimization and Engineering, Vol. 18, No. 3 | 31 October 2016
- Model-based clustering for assessing the prognostic value of imaging biomarkers and mixed type testsComputational Statistics & Data Analysis, Vol. 113 | 1 Sep 2017
- Response functionsEuropean Economic Review, Vol. 98 | 1 Sep 2017
- Hidden truncation hyperbolic distributions, finite mixtures thereof, and their application for clusteringJournal of Multivariate Analysis, Vol. 161 | 1 Sep 2017
- Multiview Imaging for Low-Signature Target Detection in Rough-Surface Clutter EnvironmentIEEE Transactions on Geoscience and Remote Sensing, Vol. 55, No. 9 | 1 Sep 2017
- Subcategory-Aware Feature Selection and SVM Optimization for Automatic Aerial Image-Based Oil Spill InspectionIEEE Transactions on Geoscience and Remote Sensing, Vol. 55, No. 9 | 1 Sep 2017
- A new analysis for finding the optimum power rating of low voltage distribution power electronics based on statistics and probabilities2017 19th European Conference on Power Electronics and Applications (EPE'17 ECCE Europe) | 1 Sep 2017
- Gaussian-mixture based potential field approach for UAV collision avoidance2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE) | 1 Sep 2017
- Multiparametric dynamic contrast-enhanced ultrasound imaging of prostate cancerEuropean Radiology, Vol. 27, No. 8 | 21 December 2016
- A quantitative model for estimating risk from multiple interacting natural hazards: an application to northeast Zhejiang, ChinaStochastic Environmental Research and Risk Assessment, Vol. 31, No. 6 | 18 April 2016
- Personalized app recommendation using spatio-temporal app usage logInformation Processing Letters, Vol. 124 | 1 Aug 2017
- The impact of covariance misspecification in group-based trajectory models for longitudinal data with non-stationary covariance structureStatistical Methods in Medical Research, Vol. 26, No. 4 | 17 August 2015
- Optimization and Automation of the Construction of Smooth Free Energy ProfilesThe Journal of Physical Chemistry B, Vol. 121, No. 28 | 7 July 2017
- Measurement Invariance Testing with Many Groups: A Comparison of Five ApproachesStructural Equation Modeling: A Multidisciplinary Journal, Vol. 24, No. 4 | 30 March 2017
- Mixture of extreme-value distributions: identifiability and estimationCommunications in Statistics - Theory and Methods, Vol. 46, No. 13 | 29 June 2016
- A novel approach for semi-supervised classification of remote sensing images using a clustering-based selection of training data according to their GMM responsibilities2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) | 1 Jul 2017
- Probabilistic Baseline of Finite Element Model of Bridges under Environmental Temperature ChangesComputer-Aided Civil and Infrastructure Engineering, Vol. 32, No. 7 | 27 May 2017
- A constrained parameter evolutionary learning algorithm for Bayesian network under incomplete and small data2017 36th Chinese Control Conference (CCC) | 1 Jul 2017
- Accounting for misclassification in electronic health records-derived exposures using generalized linear finite mixture modelsHealth Services and Outcomes Research Methodology, Vol. 17, No. 2 | 3 June 2016
- The Impact of Oil Price on South African GDP Growth: A Bayesian Markov Switching-VAR AnalysisAfrican Development Review, Vol. 29, No. 2 | 7 June 2017
- Assessment of Differential Rater Functioning in Latent Classes with New Mixture Facets ModelsMultivariate Behavioral Research, Vol. 52, No. 3 | 22 March 2017
- Discretizing a compound distribution with application to categorical modellingStatistics, Vol. 51, No. 3 | 15 February 2017
- Bayesian analysis for confirmatory factor model with finite-dimensional Dirichlet prior mixingCommunications in Statistics - Theory and Methods, Vol. 46, No. 9 | 13 May 2016
- Mixture Markov regression model with application to mosquito surveillance data analysisBiometrical Journal, Vol. 59, No. 3 | 6 March 2017
- Intra- and Inter-database Study for Arabic, English, and German Databases: Do Conventional Speech Features Detect Voice Pathology?Journal of Voice, Vol. 31, No. 3 | 1 May 2017
- A variable step learning algorithm for Gaussian mixture models based on the Bhattacharyya coefficient and correlation coefficient criterionNeurocomputing, Vol. 239 | 1 May 2017
- A study on probability of distribution loads based on expectation maximization algorithm2017 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT) | 1 Apr 2017
- A Fault Detection Method for Hard Disk Drives Based on Mixture of Gaussians and Nonparametric StatisticsIEEE Transactions on Industrial Informatics, Vol. 13, No. 2 | 1 Apr 2017
- Geographical variation in the foraging behaviour of the pantropical red-footed boobyMarine Ecology Progress Series, Vol. 568 | 24 Mar 2017
- Model selection for Gaussian mixture model based on desirability level criterionOptik, Vol. 130 | 1 Feb 2017
- Clinical informatics: mining of pathological data by acoustic analysis2017 International Conference on Informatics, Health & Technology (ICIHT) | 1 Feb 2017
- Statistical guarantees for the EM algorithm: From population to sample-based analysisThe Annals of Statistics, Vol. 45, No. 1 | 1 Feb 2017
- Consistency of the MLE under Mixture ModelsStatistical Science, Vol. 32, No. 1 | 1 Feb 2017
- Generalized inferential procedures for generalized Lorenz curves under the Pareto distributionJournal of Statistical Computation and Simulation, Vol. 87, No. 2 | 20 July 2016
- Modelling hospital length of stay using convolutive mixtures distributionsStatistics in Medicine, Vol. 36, No. 1 | 5 October 2016
- A Rough Set Bounded Spatially Constrained Asymmetric Gaussian Mixture Model for Image SegmentationPLOS ONE, Vol. 12, No. 1 | 3 January 2017
- Piecewise Mixture Modeling for Longitudinal Virologic Data With Heterogeneity, Nonnormality, and MissingnessStatistics in Biopharmaceutical Research, Vol. 9, No. 1 | 2 March 2017
- Mixture ModelEncyclopedia of Machine Learning and Data Mining | 14 April 2017
- Model-Based ClusteringEncyclopedia of Machine Learning and Data Mining | 14 April 2017
- Contributions of Fuzzy Concepts to Data ClusteringFuzzy Sets, Rough Sets, Multisets and Clustering | 14 January 2017
- Concepts of Probability and StatisticsFading and Shadowing in Wireless Systems | 6 May 2017
- Multi-threshold Segmentation Using Learning AutomataEngineering Applications of Soft Computing | 27 April 2017
- K-normal: An Improved K-means for Dealing with Clusters of Different SizesIntelligent Computing Methodologies | 21 July 2017
- An Improved 3D Holoscopic Image Coding Scheme Using HEVC Based on Gaussian Mixture ModelsDigital TV and Wireless Multimedia Communication | 12 March 2017
- On estimation of two-component mixture inverse Lomax model via Bayesian approachInternational Journal of System Assurance Engineering and Management, Vol. 8, No. S1 | 30 September 2014
- An Automatic Digital Audio Authentication/Forensics SystemIEEE Access, Vol. 5 | 1 Jan 2017
- Application of Mixture Regression for Improved Polarimetric SAR Speckle FilteringIEEE Transactions on Geoscience and Remote Sensing, Vol. 55, No. 1 | 1 Jan 2017
- Assessment of Homodyned K Distribution Modeling Ultrasonic Speckles from Scatterers with Varying Spatial OrganizationsJournal of Healthcare Engineering, Vol. 2017 | 1 Jan 2017
- Hierarchical Hidden Markov Models for Multivariate Integer-Valued Time-SeriesSSRN Electronic Journal | 1 Jan 2017
- Of Disasters and Dragon Kings: A Statistical Analysis of Nuclear Power Incidents and AccidentsRisk Analysis, Vol. 37, No. 1 | 22 March 2016
- Estimation of Flat-topped Gaussian distribution with application in system identificationJournal of Chemometrics, Vol. 30, No. 12 | 9 November 2016
- Genotype Imputation Methods and Their Effects on Genomic Predictions in CattleSpringer Science Reviews, Vol. 4, No. 2 | 21 February 2017
- A robust multi-kernel change detection framework for detecting leaf beetle defoliation using Landsat 7 ETM+ dataISPRS Journal of Photogrammetry and Remote Sensing, Vol. 122 | 1 Dec 2016
- Generalized linear latent models for multivariate longitudinal measurements mixed with hidden Markov modelsJournal of Multivariate Analysis, Vol. 152 | 1 Dec 2016
- Unsupervised change detection for remote sensing images based on object-based MRF and stacked autoencoders2016 International Conference on Orange Technologies (ICOT) | 1 Dec 2016
- Automatic Voice Pathology Detection With Running Speech by Using Estimation of Auditory Spectrum and Cepstral Coefficients Based on the All-Pole ModelJournal of Voice, Vol. 30, No. 6 | 1 Nov 2016
- Measurement Invariance Testing Across Between-Level Latent Classes Using Multilevel Factor Mixture ModelingStructural Equation Modeling: A Multidisciplinary Journal, Vol. 23, No. 6 | 1 July 2016
- Real-time face detection and motorized tracking using ScicosLab and SMCube on SoC's2016 14th International Conference on Control, Automation, Robotics and Vision (ICARCV) | 1 Nov 2016
- Logical abilities and behavior in strategic-form gamesJournal of Economic Psychology, Vol. 56 | 1 Oct 2016
- A spatially constrained generative asymmetric Gaussian mixture model for image segmentationJournal of Visual Communication and Image Representation, Vol. 40 | 1 Oct 2016
- Fault Detection in Hard Disk Drives Based on Mixture of Gaussians2016 5th Brazilian Conference on Intelligent Systems (BRACIS) | 1 Oct 2016
- Learning Temporal Dependence from Time-Series Data with Latent Variables2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA) | 1 Oct 2016
- Using mixtures in seemingly unrelated linear regression models with non-normal errorsStatistics and Computing, Vol. 26, No. 5 | 5 July 2015
- Multiresolution Supervised Classification of Panchromatic and Multispectral Images by Markov Random Fields and Graph CutsIEEE Transactions on Geoscience and Remote Sensing, Vol. 54, No. 9 | 1 Sep 2016
- Statistical characterization of ensembles of symmetric virus particles: 3-D stochastic signal reconstruction from electron microscope images2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) | 1 Aug 2016
- Recognition of sounds using square cauchy mixture distribution2016 IEEE International Conference on Signal and Image Processing (ICSIP) | 1 Aug 2016
- Bayesian EstimationBayesian Signal Processing | 16 August 2016
- Discrete Hidden Markov Model Bayesian ProcessorsBayesian Signal Processing | 16 August 2016
- Variable selection for distribution‐free models for longitudinal zero‐inflated count responsesStatistics in Medicine, Vol. 35, No. 16 | 4 February 2016
- Temperature deviation index and elderly mortality in JapanInternational Journal of Biometeorology, Vol. 60, No. 7 | 28 October 2015
- Sand dam dynamic monitoring in coastal areas based on time-series remote sensing images2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) | 1 Jul 2016
- Improved Gaussian mixture model with expectation-maximization for clustering of remote sensing imagery2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) | 1 Jul 2016
- Gaussian Mixture Model Based Classification of Stuttering DysfluenciesJournal of Intelligent Systems, Vol. 25, No. 3 | 1 Jul 2016
- Inferring Strain Mixture within Clinical Plasmodium falciparum Isolates from Genomic Sequence DataPLOS Computational Biology, Vol. 12, No. 6 | 30 June 2016
- Exploring the Structure of Spatial RepresentationsPLOS ONE, Vol. 11, No. 6 | 27 June 2016
- A stochastic expectation-maximization algorithm for the analysis of system lifetime data with known signatureComputational Statistics, Vol. 31, No. 2 | 22 May 2015
- Robust Gaussian process modeling using EM algorithmJournal of Process Control, Vol. 42 | 1 Jun 2016
- On exchangeable multinomial distributionsBiometrika, Vol. 103, No. 2 | 27 April 2016
- A Gaussian mixture approach to model stochastic processes in power systems2016 Power Systems Computation Conference (PSCC) | 1 Jun 2016
- Context-Aided Inertial Navigation via Belief CondensationIEEE Transactions on Signal Processing, Vol. 64, No. 12 | 1 Jun 2016
- Evolving Gaussian Mixture Models with Splitting and Merging Mutation OperatorsEvolutionary Computation, Vol. 24, No. 2 | 1 Jun 2016
- Multilevel Weighted Support Vector Machine for Classification on Healthcare Data with Missing ValuesPLOS ONE, Vol. 11, No. 5 | 19 May 2016
- Bayesian analysis of static and dynamic factor models: An ex-post approach towards the rotation problemJournal of Econometrics, Vol. 192, No. 1 | 1 May 2016
- Classification of hydrological parameter sensitivity and evaluation of parameter transferability across 431 US MOPEX basinsJournal of Hydrology, Vol. 536 | 1 May 2016
- Inverse uncertainty quantification of input model parameters for thermal-hydraulics simulations using expectation–maximization under Bayesian frameworkJournal of Applied Statistics, Vol. 43, No. 6 | 2 October 2015
- Efficient and robust density estimation using Bernstein type polynomialsJournal of Nonparametric Statistics, Vol. 28, No. 2 | 24 March 2016
- Learning the inverse kinematics of tendon-driven soft manipulators with K-nearest Neighbors Regression and Gaussian Mixture Regression2016 2nd International Conference on Control, Automation and Robotics (ICCAR) | 1 Apr 2016
- A Mixed Generative-Discriminative Based Hashing MethodIEEE Transactions on Knowledge and Data Engineering, Vol. 28, No. 4 | 1 Apr 2016
- Clustering and classification of fuzzy data using the fuzzy EM algorithmFuzzy Sets and Systems, Vol. 286 | 1 Mar 2016
- Two approximation algorithms of error spectrum for estimation performance evaluationOptik, Vol. 127, No. 5 | 1 Mar 2016
- The Noisy Expectation-Maximization Algorithm for Multiplicative Noise InjectionFluctuation and Noise Letters, Vol. 15, No. 01 | 17 May 2016
- Effect of the viral protease on the dynamics of bacteriophage HK97 maturation intermediates characterized by variance analysis of cryo EM particle ensemblesJournal of Structural Biology, Vol. 193, No. 3 | 1 Mar 2016
- A Bayesian approach to modeling group and individual differences in multidimensional scalingJournal of Mathematical Psychology, Vol. 70 | 1 Feb 2016
- Occupancy Inference Using Pyroelectric Infrared Sensors Through Hidden Markov ModelsIEEE Sensors Journal, Vol. 16, No. 4 | 1 Feb 2016
- Improved EM method for internet traffic classification2016 8th International Conference on Knowledge and Smart Technology (KST) | 1 Feb 2016
- ReferencesStochastic Modeling for Medical Image Analysis | 19 November 2015
- A Pivotal Allocation-Based Algorithm for Solving the Label-Switching Problem in Bayesian Mixture ModelsJournal of Computational and Graphical Statistics, Vol. 25, No. 1 | 9 March 2016
- User behavior modeling of voice communications: an empirical studyWireless Communications and Mobile Computing, Vol. 16, No. 1 | 12 June 2014
- Mixture ModelEncyclopedia of Machine Learning and Data Mining | 17 June 2016
- Using a Genetic Algorithm for Selection of Starting Conditions for the EM Algorithm for Gaussian Mixture ModelsProceedings of the 9th International Conference on Computer Recognition Systems CORES 2015 | 5 March 2016
- Maximum Likelihood Estimates for Gaussian Mixtures Are TranscendentalMathematical Aspects of Computer and Information Sciences | 16 April 2016
- A Hybrid Parameter Estimation Algorithm for Beta Mixtures and Applications to Methylation State ClassificationAlgorithms in Bioinformatics | 6 August 2016
- Geometric Optimization in Machine LearningAlgorithmic Advances in Riemannian Geometry and Applications | 6 October 2016
- An Effective Approach for Automatic LV Segmentation Based on GMM and ASMNeural Information Processing | 30 September 2016
- GIP: Generic Image Prior for No Reference Image Quality AssessmentAdvances in Multimedia Information Processing - PCM 2016 | 27 November 2016
- Large Scale Data Enabled Evolution of Spoken Language Research and ApplicationsCognitive Computing: Theory and Applications | 1 Jan 2016
- Optimal positioning in financial derivatives under mixture distributionsEconomic Modelling, Vol. 52 | 1 Jan 2016
- Unveiling covariate inclusion structures in economic growth regressions using latent class analysisEuropean Economic Review, Vol. 81 | 1 Jan 2016
- SAR speckle reduction using Laplace mixture model and spatial mutual information in the directionlet domainNeurocomputing, Vol. 173 | 1 Jan 2016
- A Truth Discovery Approach with Theoretical GuaranteeProceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '16 | 1 Jan 2016
- Hybrid Intrusion Detection System for DDoS AttacksJournal of Electrical and Computer Engineering, Vol. 2016 | 1 Jan 2016
- Automatic Gender Detection Based on Characteristics of Vocal Folds for Mobile Healthcare SystemMobile Information Systems, Vol. 2016 | 1 Jan 2016
- Risk Parity Portfolios with Skewness Risk: An Application to Factor Investing and Alternative Risk PremiaSSRN Electronic Journal | 1 Jan 2016
- Handling Excess Zeros in Count Models for Recreation Demand Analysis Without ApologySSRN Electronic Journal | 1 Jan 2016
- General framework and model building in the class of Hidden Mixture Transition Distribution modelsComputational Statistics & Data Analysis, Vol. 93 | 1 Jan 2016
- Maximum likelihood estimation of Gaussian mixture models without matrix operationsAdvances in Data Analysis and Classification, Vol. 9, No. 4 | 5 June 2015
- Rayleigh-Rice Mixture Parameter Estimation via EM Algorithm for Change Detection in Multispectral ImagesIEEE Transactions on Image Processing, Vol. 24, No. 12 | 1 Dec 2015
- Supporting systematic reviews using LDA-based document representationsSystematic Reviews, Vol. 4, No. 1 | 26 November 2015
- Further advances on Bayesian Ying-Yang harmony learningApplied Informatics, Vol. 2, No. 1 | 13 June 2015
- Clustering of Variables Based on Watson Distribution on Hypersphere: A Comparison of AlgorithmsCommunications in Statistics - Simulation and Computation, Vol. 44, No. 10 | 19 June 2014
- Inference and further probabilistic properties of the $$ SUN_{n,2}$$ S U N n , 2 -distributionStatistical Papers, Vol. 56, No. 4 | 22 August 2014
- A new random approach for initialization of the multiple restart EM algorithm for Gaussian model-based clusteringPattern Analysis and Applications, Vol. 18, No. 4 | 10 January 2015
- A regime-dependent assessment of the information transmission dynamics between oil prices, precious metal prices and exchange ratesInternational Review of Economics & Finance, Vol. 40 | 1 Nov 2015
- Enhanced turbo detection for SCMA based on information reliability2015 IEEE/CIC International Conference on Communications in China (ICCC) | 1 Nov 2015
- Mixed Discrete-Continuous Bayesian Inference: Censored Measurements of Sparse SignalsIEEE Transactions on Signal Processing, Vol. 63, No. 21 | 1 Nov 2015
- Modelling Short- and long -Term Characteristics of Follicle Stimulating Hormone as Predictors of Severe Hot Flashes in the Penn Ovarian Aging StudyJournal of the Royal Statistical Society Series C: Applied Statistics, Vol. 64, No. 5 | 26 March 2015
- Traffic classification and verification using unsupervised learning of Gaussian Mixture Models2015 IEEE International Workshop on Measurements & Networking (M&N) | 1 Oct 2015
- Visualization-Based Active Learning for the Annotation of SAR ImagesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 8, No. 10 | 1 Oct 2015
- Data-Driven Affective Filtering for Images and VideosIEEE Transactions on Cybernetics, Vol. 45, No. 10 | 1 Oct 2015
- Estimation of the Lognormal-Pareto Distribution Using Probability Weighted Moments and Maximum LikelihoodCommunications in Statistics - Simulation and Computation, Vol. 44, No. 8 | 23 May 2014
- A critical analysis of EM based fusion of different polarization data for effect on land cover classificationAdvances in Space Research, Vol. 56, No. 6 | 1 Sep 2015
- Determining fluctuation in bio-nanomachines from electron microscopy images2015 IEEE International Conference on Image Processing (ICIP) | 1 Sep 2015
- Reconstruction for stochastic 3-D signals with symmetric statistics in noise: Electron microscopy of virus particles2015 IEEE International Conference on Image Processing (ICIP) | 1 Sep 2015
- Fluctuation Similarity Modeling for Traffic Flow Time Series: A Clustering Approach2015 IEEE 18th International Conference on Intelligent Transportation Systems | 1 Sep 2015
- The relationship between gamma frequency and running speed differs for slow and fast gamma rhythms in freely behaving ratsHippocampus, Vol. 25, No. 8 | 20 January 2015
- Empirical identifiability in finite mixture modelsAnnals of the Institute of Statistical Mathematics, Vol. 67, No. 4 | 31 July 2014
- An efficient shadow removal method using HSV color space for video surveillance2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI) | 1 Aug 2015
- Talking-Ally: What is the future of robot's utterance generation?2015 24th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN) | 1 Aug 2015
- Real-time classification of humans versus animals using profiling sensors and hidden Markov tree modelOptical Engineering, Vol. 54, No. 7 | 6 Jul 2015
- Exponential family Fisher vector for image classificationPattern Recognition Letters, Vol. 59 | 1 Jul 2015
- Analyzing the Temporal Variation of Wind Turbine Responses Using Gaussian Mixture Model and Gaussian Discriminant AnalysisJournal of Computing in Civil Engineering, Vol. 29, No. 4 | 1 Jul 2015
- Transmit antenna selection for UWB communication system over IEEE 802.15.3a channel2015 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) | 1 Jul 2015
- Typicality distribution function — A new density-based data analytics tool2015 International Joint Conference on Neural Networks (IJCNN) | 1 Jul 2015
- Gaussian Mixtures Based IRLS for Sparse Recovery With Quadratic ConvergenceIEEE Transactions on Signal Processing, Vol. 63, No. 13 | 1 Jul 2015
- Extending P450 site-of-metabolism models with region-resolution dataBioinformatics, Vol. 31, No. 12 | 19 February 2015
- ReferencesSimulation Techniques in Financial Risk Management | 1 May 2015
- A mixture of generalized hyperbolic distributionsCanadian Journal of Statistics, Vol. 43, No. 2 | 26 February 2015
- 3d discrete wavelet transform for computer aided diagnosis of Alzheimer's disease using t1-weighted brain MRIInternational Journal of Imaging Systems and Technology, Vol. 25, No. 2 | 19 May 2015
- Algorithm of gaussian sum filter based on high-order UKF for dynamic state estimationInternational Journal of Control, Automation and Systems, Vol. 13, No. 3 | 28 March 2015
- Joint modeling of cross-sectional health outcomes and longitudinal predictors via mixtures of means and variancesBiometrics, Vol. 71, No. 2 | 4 February 2015
- A Spectral Algorithm for Latent Dirichlet AllocationAlgorithmica, Vol. 72, No. 1 | 3 July 2014
- Regime switching model of US crude oil and stock market prices: 1859 to 2013Energy Economics, Vol. 49 | 1 May 2015
- Active learning using a low-rank classifier2015 23rd Iranian Conference on Electrical Engineering | 1 May 2015
- On Characterizing High-Resolution SAR Imagery Using Kernel-Based Mixture Speckle ModelsIEEE Geoscience and Remote Sensing Letters, Vol. 12, No. 5 | 1 May 2015
- Fast and robust EM-based IRLS algorithm for sparse signal recovery from noisy measurements2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | 1 Apr 2015
- ReferencesMultivariate Density Estimation | 13 March 2015
- Nonparametric multivariate density estimation using mixturesStatistics and Computing, Vol. 25, No. 2 | 30 November 2013
- Fitting and Analyzing LES Using Multiple Trivariate GaussiansJournal of the Atmospheric Sciences, Vol. 72, No. 3 | 24 February 2015
- Techniques for dealing with incomplete data: a tutorial and surveyPattern Analysis and Applications, Vol. 18, No. 1 | 21 September 2014
- Ellipsoidal/radial basis functions neural networks enhanced with the Rvachev function method in application problemsEngineering Applications of Artificial Intelligence, Vol. 38 | 1 Feb 2015
- Integrating SAR and derived products into operational volcano monitoring and decision support systemsISPRS Journal of Photogrammetry and Remote Sensing, Vol. 100 | 1 Feb 2015
- Weighted ensemble learning of Bayesian network for gene regulatory networksNeurocomputing, Vol. 150 | 1 Feb 2015
- Realistic Microwave Breast Models Through T1-Weighted 3-D MRI DataIEEE Transactions on Biomedical Engineering, Vol. 62, No. 2 | 1 Feb 2015
- Mixture Models and the Krätzel Integral TransformCommunications in Statistics - Theory and Methods, Vol. 44, No. 2 | 15 December 2014
- Variational Bayesian Approximation Method for Classification and Clustering with a Mixture of Student-t ModelGeometric Science of Information | 3 April 2016
- Learning Bayesian Network Parameters from Small Data Set: A Spatially Maximum a Posteriori MethodAdvanced Methodologies for Bayesian Networks | 8 January 2016
- An approximate calculation for error spectrum2015 International Conference on Estimation, Detection and Information Fusion (ICEDIF) | 1 Jan 2015
- Estimation of Air Surface Temperature From Remote Sensing Images and Pixelwise Modeling of the Estimation Uncertainty Through Support Vector MachinesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 8, No. 1 | 1 Jan 2015
- A Novel Directionlet-Based Image Denoising Method Using MMSE Estimator and Laplacian Mixture DistributionJournal of Electrical and Computer Engineering, Vol. 2015 | 1 Jan 2015
- Estimation and model selection for model-based clustering with the conditional classification likelihoodElectronic Journal of Statistics, Vol. 9, No. 1 | 1 Jan 2015
- On clustering procedures and nonparametric mixture estimationElectronic Journal of Statistics, Vol. 9, No. 1 | 1 Jan 2015
- A finite mixture latent trajectory model for modeling ultrarunners’ behavior in a 24-hour raceJournal of Quantitative Analysis in Sports, Vol. 11, No. 4 | 1 Jan 2015
- Multiple Outlier Detection in Samples with Exponential & Pareto Tails: Redeeming the Inward Approach & Detecting Dragon KingsSSRN Electronic Journal | 1 Jan 2015
- Clustering MethodsMachine Learning for Audio, Image and Video Analysis | 22 July 2015
- EM Algorithms from a Non-stochastic PerspectiveHandbook of Mathematical Methods in Imaging | 1 Jan 2015
- GMM Based Indexing and Retrieval of Music Using MFCC and MPEG-7 FeaturesEmerging ICT for Bridging the Future - Proceedings of the 49th Annual Convention of the Computer Society of India (CSI) Volume 1 | 1 Jan 2015
- Using B-splines functions and EM algorithm for Hidden Markov Model-based Unsupervised Image SegmentationApplied Mathematics in Tunisia | 1 Jan 2015
- EM AlgorithmsHandbook of Mathematical Methods in Imaging | 1 Jan 2015
- Binarization Chinese Rubbing Images Using Gaussian Mixture ModelIntelligent Computing Theories and Methodologies | 11 August 2015
- Community-integrated omics links dominance of a microbial generalist to fine-tuned resource usageNature Communications, Vol. 5, No. 1 | 26 November 2014
- Alignment-free Visualization of Metagenomic Data by Nonlinear Dimension ReductionScientific Reports, Vol. 4, No. 1 | 31 March 2014
- Poverty status probability: a new approach to measuring poverty and the progress of the poorThe Journal of Economic Inequality, Vol. 12, No. 4 | 10 November 2013
- Anomaly detection based on eccentricity analysis2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS) | 1 Dec 2014
- Soft label based semi-supervised boosting for classification and object recognition2014 13th International Conference on Control Automation Robotics & Vision (ICARCV) | 1 Dec 2014
- EM-based phoneme confusion matrix generation for low-resource spoken term detection2014 IEEE Spoken Language Technology Workshop (SLT) | 1 Dec 2014
- PSO-EM: A Hyperspectral Unmixing Algorithm Based On Normal Compositional ModelIEEE Transactions on Geoscience and Remote Sensing, Vol. 52, No. 12 | 1 Dec 2014
- Projection-embedded BYY learning algorithm for Gaussian mixture-based clusteringApplied Informatics, Vol. 1, No. 1 | 27 November 2014
- Exact Fit of Simple Finite Mixture ModelsJournal of Risk and Financial Management, Vol. 7, No. 4 | 20 November 2014
- Ring‐System‐Based Exhaustive Structure Generation for Inverse‐QSPR/QSARMolecular Informatics, Vol. 33, No. 11-12 | 26 November 2014
- Portfolio management with robustness in both prediction and decision: A mixture model based learning approachJournal of Economic Dynamics and Control, Vol. 48 | 1 Nov 2014
- Identifying growth-patterns in children by applying cluster analysis to electronic medical records2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) | 1 Nov 2014
- Semiparametric hidden Markov models: identifiability and estimationWIREs Computational Statistics, Vol. 6, No. 6 | 19 September 2014
- An efficient estimation method for intensity factor of illumination changesMultimedia Tools and Applications, Vol. 72, No. 3 | 3 July 2013
- Fast retrieval of color objects with multidimensional orthogonal polynomialsMultidimensional Systems and Signal Processing, Vol. 25, No. 4 | 2 February 2013
- A well-balanced and adaptive variational model for the removal of mixed noiseComputers & Electrical Engineering, Vol. 40, No. 7 | 1 Oct 2014
- 3D shape restoration using sparse representation and separation of illumination effectsSignal Processing, Vol. 103 | 1 Oct 2014
- Dynamically regularized maximum likelihood learning of Gaussian mixtures2014 12th International Conference on Signal Processing (ICSP) | 1 Oct 2014
- Dynamically regularized harmony learning of Gaussian mixtures2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC) | 1 Oct 2014
- A kernel-based method for markerless tumor tracking in kV fluoroscopic imagesPhysics in Medicine and Biology, Vol. 59, No. 17 | 7 August 2014
- Learning local factor analysis versus mixture of factor analyzers with automatic model selectionNeurocomputing, Vol. 139 | 1 Sep 2014
- Efficient Personalized Recommendation of Mobile Web Content Using an EM-Based Clustering Method2014 IEEE International Conference on Computer and Information Technology | 1 Sep 2014
- Automatic system to detect the type of voice pathologyApplied Soft Computing, Vol. 21 | 1 Aug 2014
- Flexible mixture modelling using the multivariate skew-t-normal distributionStatistics and Computing, Vol. 24, No. 4 | 27 February 2013
- Brain MR image segmentation based on local Gaussian mixture model and nonlocal spatial regularizationJournal of Visual Communication and Image Representation, Vol. 25, No. 5 | 1 Jul 2014
- Particle swarm optimization algorithm based Gaussian mixture models for remote-sensing image recognitionProceedings of the 33rd Chinese Control Conference | 1 Jul 2014
- Estimates of forest degradation: An algorithm based on active learning, maximum likelihood and PCA for change detection2014 IEEE Geoscience and Remote Sensing Symposium | 1 Jul 2014
- Air surface temperature estimation from satellite thermal infrared time series and pixelwise modeling of the estimation uncertainty through support vector machines2014 IEEE Geoscience and Remote Sensing Symposium | 1 Jul 2014
- Active learning classification and change detection on multispectral images2014 12th IEEE International Conference on Industrial Informatics (INDIN) | 1 Jul 2014
- Synthetic Generation of Myocardial Blood–Oxygen-Level-Dependent MRI Time Series Via Structural Sparse Decomposition ModelingIEEE Transactions on Medical Imaging, Vol. 33, No. 7 | 1 Jul 2014
- Describing the Conformational Landscape of Small Organic Molecules through Gaussian Mixtures in Dihedral SpaceJournal of Chemical Theory and Computation, Vol. 10, No. 6 | 23 May 2014
- Item Response Theory Models for Performance Decline During TestingJournal of Educational Measurement, Vol. 51, No. 2 | 12 June 2014
- Flexible mixture modelling with the polynomial Gaussian cluster-weighted modelStatistical Modelling, Vol. 14, No. 3 | 14 May 2014
- ReferencesUnsupervised Learning | 9 May 2014
- Flexible Generalized Mixture Model Cluster Analysis with Elliptically-Contoured Distributionsi-manager’s Journal on Pattern Recognition, Vol. 1, No. 1 | 15 May 2014
- Application of differential evolution optimization based Gaussian Mixture Models to speaker recognitionThe 26th Chinese Control and Decision Conference (2014 CCDC) | 1 May 2014
- Gaussian mixture model based features for stationary human identification in urban radar imagery2014 IEEE Radar Conference | 1 May 2014
- Variable selection approach for zero-inflated count data via adaptive lassoJournal of Applied Statistics, Vol. 41, No. 4 | 14 November 2013
- A novel dynamic threshold method for unsupervised change detection from remotely sensed imagesRemote Sensing Letters, Vol. 5, No. 4 | 29 April 2014
- An efficient approach for shadow detection based on Gaussian mixture modelJournal of Central South University, Vol. 21, No. 4 | 25 April 2014
- A hybrid segmentation approach for brain tumor extraction and detection2014 International Conference on Multimedia Computing and Systems (ICMCS) | 1 Apr 2014
- Trajectory Modeling of Longitudinal Binary Data: Application of the EM Algorithm for Mixture ModelsCommunications in Statistics - Simulation and Computation, Vol. 43, No. 3 | 23 September 2013
- ReferencesThe Biostatistics of Aging | 14 February 2014
- Learning from incomplete data via parameterized t mixture models through eigenvalue decompositionComputational Statistics & Data Analysis, Vol. 71 | 1 Mar 2014
- Efficient and robust multi-template tracking using multi-start interactive hybrid searchComputer Vision and Image Understanding, Vol. 120 | 1 Mar 2014
- Directionlet-based method using the Gaussian mixture prior to SAR image despecklingInternational Journal of Remote Sensing, Vol. 35, No. 3 | 6 February 2014
- A Parallel EM Algorithm for Gaussian Mixture Models Implemented on a NUMA System Using OpenMP2014 22nd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing | 1 Feb 2014
- Joint latent class models for longitudinal and time-to-event data: A reviewStatistical Methods in Medical Research, Vol. 23, No. 1 | 19 April 2012
- Study of change detection based on Poisson’s mixture model and component-maximum threshold algorithmInternational Journal of Remote Sensing, Vol. 35, No. 1 | 19 November 2013
- A Distributed Classification/Estimation Algorithm for Sensor NetworksSIAM Journal on Control and Optimization, Vol. 52, No. 1 | 23 January 2014
- On-line EM Variants for Multivariate Normal Mixture Model in Background Learning and Moving Foreground DetectionJournal of Mathematical Imaging and Vision, Vol. 48, No. 1 | 16 November 2012
- Multi-scale Foreign Exchange Rates Ensemble for Classification of Trends in Forex MarketProcedia Computer Science, Vol. 29 | 1 Jan 2014
- An EM Approach for Time-Variant Poisson-Gaussian Model Parameter EstimationIEEE Transactions on Signal Processing, Vol. 62, No. 1 | 1 Jan 2014
- 3-D statistical characterization of the heterogeneity of biological macromolecular complexes by electron microscopyImaging and Applied Optics 2014 | 1 Jan 2014
- Regime Switching Model of US Crude Oil and Stock Market Prices: 1859 to 2013SSRN Electronic Journal | 1 Jan 2014
- Statistical Features-Based Diagnosis of Alzheimer's Disease using MRIComputer Vision and Image Processing in Intelligent Systems and Multimedia Technologies | 1 Jan 2014
- EM Algorithms from a Non-stochastic PerspectiveHandbook of Mathematical Methods in Imaging | 19 November 2014
- Detecting Mobile Agents Using Identity FraudPervasive Wireless Environments: Detecting and Localizing User Spoofing | 10 June 2014
- Coarse to Fine Unsupervised Change DetectionArabian Journal for Science and Engineering, Vol. 38, No. 12 | 8 September 2013
- Maximum Likelihood Estimation of Gaussian Mixture Models Using PSO for Image Segmentation2013 IEEE 16th International Conference on Computational Science and Engineering | 1 Dec 2013
- Inference topology of distributed camera networks with multiple camerasMultimedia Tools and Applications, Vol. 67, No. 1 | 14 March 2012
- On the distribution of posterior probabilities in finite mixture models with application in clusteringJournal of Multivariate Analysis, Vol. 122 | 1 Nov 2013
- Adaptive statistical learning of cellular users behaviorSignal Processing, Vol. 93, No. 11 | 1 Nov 2013
- SLAC: Statistical total lesion metabolic activity computation by fuzzy unsupervised learning of PET imagesMachine Vision and Applications, Vol. 24, No. 7 | 13 December 2012
- Covariance Matrix Estimation with Multi-Regularization Parameters based on MDL PrincipleNeural Processing Letters, Vol. 38, No. 2 | 12 December 2012
- Addressing extrema and censoring in pollutant and exposure data using mixture of normal distributionsAtmospheric Environment, Vol. 77 | 1 Oct 2013
- Voting in the Bicameral Congress: Large Majorities as a Signal of QualityJournal of Law, Economics, and Organization, Vol. 29, No. 5 | 26 June 2012
- On the Method of Logarithmic Cumulants for Parametric Probability Density Function EstimationIEEE Transactions on Image Processing, Vol. 22, No. 10 | 1 Oct 2013
- A CLUSTERING-BASED FUZZY WAVELET NEURAL NETWORK MODEL FOR SHORT-TERM LOAD FORECASTINGInternational Journal of Neural Systems, Vol. 23, No. 05 | 7 August 2013
- Mixture model based multivariate statistical analysis of multiply censored environmental dataAdvances in Water Resources, Vol. 59 | 1 Sep 2013
- Minimum distance estimation in a finite mixture regression modelJournal of Multivariate Analysis, Vol. 120 | 1 Sep 2013
- Feature extraction through contourlet subband clustering for texture classificationNeurocomputing, Vol. 116 | 1 Sep 2013
- A New Energy Framework With Distribution Descriptors for Image SegmentationIEEE Transactions on Image Processing, Vol. 22, No. 9 | 1 Sep 2013
- Belief Condensation FilteringIEEE Transactions on Signal Processing, Vol. 61, No. 18 | 1 Sep 2013
- GMM Based Semi-Supervised Learning for Channel-Based Authentication Scheme2013 IEEE 78th Vehicular Technology Conference (VTC Fall) | 1 Sep 2013
- THE NOISY EXPECTATION–MAXIMIZATION ALGORITHMFluctuation and Noise Letters, Vol. 12, No. 03 | 1 October 2013
- An indication of unification for different clustering approachesPattern Recognition, Vol. 46, No. 9 | 1 Sep 2013
- Finite mixtures of unimodal beta and gamma densities and the $$k$$ -bumps algorithmComputational Statistics, Vol. 28, No. 4 | 7 October 2012
- Expectation-maximization based algorithm for pattern recognition in traffic speed distributionMathematical and Computer Modelling, Vol. 58, No. 1-2 | 1 Jul 2013
- Two iterative algorithms for maximum likelihood esitimation of Gaussian mixture parameter2013 Ninth International Conference on Natural Computation (ICNC) | 1 Jul 2013
- A multiscale contextual approach to change detection in multisensor VHR remote sensing images2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS | 1 Jul 2013
- Multivariate Analysis and Prediction of Wind Turbine Response to Varying Wind Field Characteristics Based on Machine LearningComputing in Civil Engineering | 6 August 2013
- Image Segmentation Using a Local GMM in a Variational FrameworkJournal of Mathematical Imaging and Vision, Vol. 46, No. 2 | 28 August 2012
- On the Convergence Rate of Random Permutation Sampler and ECR Algorithm in Missing Data ModelsMethodology and Computing in Applied Probability, Vol. 15, No. 2 | 29 June 2011
- Unsupervised learning of Gaussian Mixture Models: Evolutionary Create and Eliminate for Expectation Maximization algorithm2013 IEEE Congress on Evolutionary Computation | 1 Jun 2013
- Ranging likelihood for wideband wireless localization2013 IEEE International Conference on Communications (ICC) | 1 Jun 2013
- Asymptotic Efficiency of the PHD in Multitarget/Multisensor EstimationIEEE Journal of Selected Topics in Signal Processing, Vol. 7, No. 3 | 1 Jun 2013
- EEG Signal ModellingAdaptive Processing of Brain Signals | 4 June 2013
- New insight at level set & Gaussian mixture model for natural image segmentationSignal, Image and Video Processing, Vol. 7, No. 3 | 11 August 2011
- Map-based estimation of the parameters of a Gaussian Mixture Model in the presence of noisy observations2013 IEEE International Conference on Acoustics, Speech and Signal Processing | 1 May 2013
- Short-term traffic safety forecasting using Gaussian mixture model and Kalman filterJournal of Zhejiang University SCIENCE A, Vol. 14, No. 4 | 7 April 2013
- Change Detection from Multi‐Temporal SAR ImagesPolarimetric Scattering and SAR Information Retrieval | 22 March 2013
- Dynamics in cryo EM reconstructions visualized with maximum-likelihood derived variance mapsJournal of Structural Biology, Vol. 181, No. 3 | 1 Mar 2013
- THE EFFECT OF LIMITED SPATIAL RESOLUTION OF STELLAR SURFACE MAGNETIC FIELD MAPS ON MAGNETOHYDRODYNAMIC WIND AND CORONAL X-RAY EMISSION MODELSThe Astrophysical Journal, Vol. 764, No. 1 | 23 January 2013
- On maximum likelihood estimation of a Pareto mixtureComputational Statistics, Vol. 28, No. 1 | 10 November 2011
- Robust mixture model cluster analysis using adaptive kernelsJournal of Applied Statistics, Vol. 40, No. 2 | 1 Feb 2013
- Distributed probability density function estimation of environmental function from sensor network data2013 International Conference on Signal Processing , Image Processing & Pattern Recognition | 1 Feb 2013
- Unsupervised Amplitude and Texture Classification of SAR Images With Multinomial Latent ModelIEEE Transactions on Image Processing, Vol. 22, No. 2 | 1 Feb 2013
- Feature Weighted Kernel Clustering with Application to Medical Data AnalysisBrain and Health Informatics | 1 Jan 2013
- A Fuzzy Expectation-Maximization Algorithm of Electronic Remote-Sensing ImageAdvances in Mechanical and Electronic Engineering | 1 Jan 2013
- Sound Source Localization from Uncertain Information Using the Evidential EM AlgorithmScalable Uncertainty Management | 1 Jan 2013
- An Improved Method in Change Detection of Multitemporal Remote Sensing ImageIntelligence Science and Big Data Engineering | 1 Jan 2013
- Robust estimation for the covariance matrix of multivariate time series based on normal mixturesComputational Statistics & Data Analysis, Vol. 57, No. 1 | 1 Jan 2013
- An ℓ1 -oracle inequality for the Lasso in finite mixture Gaussian regression modelsESAIM: Probability and Statistics, Vol. 17 | 4 November 2013
- Extreme Maximum Margin ClusteringIEICE Transactions on Information and Systems, Vol. E96.D, No. 8 | 1 Jan 2013
- The WiMapGlobal Applications of Pervasive and Ubiquitous Computing | 1 Jan 2013
- Maximum Likelihood Joint Tracking and Association in Strong ClutterInternational Journal of Advanced Robotic Systems, Vol. 10, No. 1 | 1 January 2013
- A New Method for Random Initialization of the EM Algorithm for Multivariate Gaussian Mixture LearningProceedings of the 8th International Conference on Computer Recognition Systems CORES 2013 | 1 Jan 2013
- Review of Envelope Statistics Models for Quantitative Ultrasound Imaging and Tissue CharacterizationQuantitative Ultrasound in Soft Tissues | 26 September 2013
- Roles Played by Bayesian Networks in Machine Learning: An Empirical InvestigationEmerging Paradigms in Machine Learning | 1 Jan 2013
- A Multivariate Hidden Markov Model for the Identification of Sea Regimes from Incomplete Skewed and Circular Time SeriesJournal of Agricultural, Biological, and Environmental Statistics, Vol. 17, No. 4 | 1 September 2012
- Epsilon half-normal model: Properties and inferenceComputational Statistics & Data Analysis, Vol. 56, No. 12 | 1 Dec 2012
- A hybrid intelligent approach for the prediction of electricity consumptionInternational Journal of Electrical Power & Energy Systems, Vol. 43, No. 1 | 1 Dec 2012
- A behavior analysis based Mobile Malware Defense System2012 6th International Conference on Signal Processing and Communication Systems | 1 Dec 2012
- Multiple trait multiple interval mapping of quantitative trait loci from inbred line crossesBMC Genetics, Vol. 13, No. 1 | 1 August 2012
- Robust decentralized multi-model adaptive template trackingPattern Recognition, Vol. 45, No. 12 | 1 Dec 2012
- Discrimination and description of repetitive patterns for enhancing the performance of feature-based recognitionImage and Vision Computing, Vol. 30, No. 11 | 1 Nov 2012
- Inference for serological surveys investigating past exposures to infections resulting in long-lasting immunity – an approach using finite mixture models with concomitant informationJournal of Applied Statistics, Vol. 39, No. 11 | 1 Nov 2012
- A Smoke Detection Algorithm Based on Discrete Wavelet Transform and Correlation Analysis2012 Fourth International Conference on Multimedia Information Networking and Security | 1 Nov 2012
- ReferencesComputational Statistics | 12 March 2013
- Temperature-Accelerated Sampling and Amplified Collective Motion with Adiabatic Reweighting to Obtain Canonical Distributions and Ensemble AveragesJournal of Chemical Theory and Computation, Vol. 8, No. 10 | 23 April 2012
- A multi-threshold segmentation approach based on Artificial Bee Colony optimizationApplied Intelligence, Vol. 37, No. 3 | 5 January 2012
- Discorhabdus as a key coccolith genus for paleoenvironmental reconstructions (Middle Jurassic, Lusitanian Basin): Biometry and taxonomic statusMarine Micropaleontology, Vol. 94-95 | 1 Oct 2012
- Learning Topic Models -- Going beyond SVD2012 IEEE 53rd Annual Symposium on Foundations of Computer Science | 1 Oct 2012
- Information Extraction From Remote Sensing Images for Flood Monitoring and Damage EvaluationProceedings of the IEEE, Vol. 100, No. 10 | 1 Oct 2012
- Copula analysis of mixture modelsComputational Statistics, Vol. 27, No. 3 | 28 June 2011
- Inference for Box-Cox Transformed Threshold GARCH Models with Nuisance ParametersScandinavian Journal of Statistics, Vol. 39, No. 3 | 20 June 2012
- Low-Power Die-Level Process Variation and Temperature Monitors for Yield Analysis and Optimization in Deep-Submicron CMOSIEEE Transactions on Instrumentation and Measurement, Vol. 61, No. 8 | 1 Aug 2012
- Identifiability of zero-inflated Poisson modelsBrazilian Journal of Probability and Statistics, Vol. 26, No. 3 | 1 Aug 2012
- A GMM-BASED HIERARCHICAL AUTOMATIC LANGUAGE IDENTIFICATION SYSTEM FOR INDIAN LANGUAGESApplied Artificial Intelligence, Vol. 26, No. 6 | 1 Jul 2012
- Bayesian change detection based on space contextual information and EM algorithm2012 IEEE International Geoscience and Remote Sensing Symposium | 1 Jul 2012
- Maximum likelihood estimation of Gaussian mixture models using stochastic searchPattern Recognition, Vol. 45, No. 7 | 1 Jul 2012
- Color image segmentation using nonparametric mixture models with multivariate orthogonal polynomialsNeural Computing and Applications, Vol. 21, No. 4 | 16 February 2011
- Unsupervised Change Detection Based on Iterative Histogram Matching and Bayesian Decision of Thresholding2012 Fifth International Joint Conference on Computational Sciences and Optimization | 1 Jun 2012
- Three-dimensional reconstruction of the statistics of heterogeneous objects from a collection of one projection image of each objectJournal of the Optical Society of America A, Vol. 29, No. 6 | 23 May 2012
- EM Algorithm Based on Fuzzification and its ApplicationAdvanced Materials Research, Vol. 532-533 | 1 June 2012
- A hierarchical language identification system for Indian languagesDigital Signal Processing, Vol. 22, No. 3 | 1 May 2012
- Encoder-embedded temporal-spatial wiener filter for video encoding2012 Picture Coding Symposium | 1 May 2012
- Unsupervised Change Detection of Satellite Images Using Local Gradual DescentIEEE Transactions on Geoscience and Remote Sensing, Vol. 50, No. 5 | 1 May 2012
- Latent class models for testing monotonicity and invariant item ordering for polytomous itemsBritish Journal of Mathematical and Statistical Psychology, Vol. 65, No. 2 | 8 June 2011
- Contourlet transform based unsupervised change detection in synthetic aperture radar images2012 20th Signal Processing and Communications Applications Conference (SIU) | 1 Apr 2012
- An acoustic system for the individual recognition of insectsThe Journal of the Acoustical Society of America, Vol. 131, No. 4 | 12 April 2012
- Finite mixture varying coefficient models for analyzing longitudinal heterogenous dataStatistics in Medicine, Vol. 31, No. 6 | 9 December 2011
- On essential topics of BYY harmony learning: Current status, challenging issues, and gene analysis applicationsFrontiers of Electrical and Electronic Engineering, Vol. 7, No. 1 | 8 March 2012
- Freely-drawn sketches interpretation using SVMs-chain modelingEngineering Applications of Artificial Intelligence, Vol. 25, No. 2 | 1 Mar 2012
- Three-way analysis of structural health monitoring dataNeurocomputing, Vol. 80 | 1 Mar 2012
- The Dynamic ‘Expectation–Conditional Maximization Either’ AlgorithmJournal of the Royal Statistical Society Series B: Statistical Methodology, Vol. 74, No. 2 | 5 January 2012
- Gaussian-Mixture-Model-Based Spatial Neighborhood Relationships for Pixel Labeling ProblemIEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), Vol. 42, No. 1 | 1 Feb 2012
- Particle Kalman Filtering: A Nonlinear Bayesian Framework for Ensemble Kalman FiltersMonthly Weather Review, Vol. 140, No. 2 | 1 Feb 2012
- Disentangling GaussiansCommunications of the ACM, Vol. 55, No. 2 | 1 February 2012
- Sequential minimal optimization in convex clustering repetitionsStatistical Analysis and Data Mining: The ASA Data Science Journal, Vol. 5, No. 1 | 16 December 2011
- Remote Sensing Image Change Detection Method Based on Contextual InformationIntelligent Science and Intelligent Data Engineering | 1 Jan 2012
- Unsupervised Classification of SAR Images Using Hierarchical Agglomeration and EMComputational Intelligence for Multimedia Understanding | 1 Jan 2012
- Defending Against Identity-Based Attacks in Wireless NetworksHandbook on Securing Cyber-Physical Critical Infrastructure | 1 Jan 2012
- Parameter Estimation of a Multistate Model for an Aging Piece of Equipment under Condition-Based MaintenanceMathematical Problems in Engineering, Vol. 2012 | 1 Jan 2012
- Cry-Based Classification of Healthy and Sick Infants Using Adapted Boosting Mixture Learning Method for Gaussian Mixture ModelsModelling and Simulation in Engineering, Vol. 2012 | 1 Jan 2012
- A multichannel fusion approach based on coupled hidden Markov models for rolling element bearing fault diagnosisProceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, Vol. 226, No. 1 | 14 September 2011
- Multiple trait multiple interval mapping of quantitative trait loci from inbred line crossesBMC Genetics, Vol. 13, No. 1 | 1 Jan 2012
- Logical Abilities and Behavior in Strategic-Form GamesSSRN Electronic Journal | 1 Jan 2012
- Learning Algorithms for RBF Functions and Subspace Based FunctionsMachine Learning | 1 Jan 2012
- Self-organizing MapsHandbook of Natural Computing | 1 Jan 2012
- GMM-Based Matching Ability Measurement of a Speech Recognizer and a Feature SetFuture Communication, Computing, Control and Management | 1 Jan 2012
- Arabic Text Recognition Using a Script-Independent Methodology: A Unified HMM-Based Approach for Machine-Printed and Handwritten TextGuide to OCR for Arabic Scripts | 1 Jan 2012
- Automated extraction of PCB components based on specularity using layered illuminationJournal of Intelligent Manufacturing, Vol. 22, No. 6 | 23 December 2009
- Assessment of Expressway Traffic Safety Using Gaussian Mixture Model based on Time to CollisionInternational Journal of Computational Intelligence Systems, Vol. 4, No. 6 | 1 Dec 2011
- Automatic Ear Detection for Online Biometric Applications2011 Third National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics | 1 Dec 2011
- Segmentation of epithelium in H&E stained odontogenic cystsJournal of Microscopy, Vol. 244, No. 3 | 4 October 2011
- Text-Independent Speaker Verification Using Variational Gaussian Mixture ModelETRI Journal, Vol. 33, No. 6 | 1 Dec 2011
- A Self-Organizing Network for Normal MixturesCommunications for Statistical Applications and Methods, Vol. 18, No. 6 | 30 Nov 2011
- STB: Child-Dependent Sociable Trash BoxInternational Journal of Social Robotics, Vol. 3, No. 4 | 6 October 2011
- ReferencesStatistical Pattern Recognition | 10 November 2011
- An improved voice conversion method using segmental GMMs and automatic GMM selection2011 4th International Congress on Image and Signal Processing | 1 Oct 2011
- The Effect of Model Misspecification on Semi-Supervised ClassificationIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 33, No. 10 | 1 Oct 2011
- Seeking multi-thresholds for image segmentation with Learning AutomataMachine Vision and Applications, Vol. 22, No. 5 | 12 February 2010
- Maximum likelihood estimation of mixtures of factor analyzersComputational Statistics & Data Analysis, Vol. 55, No. 9 | 1 Sep 2011
- Using Bayesian networks for root cause analysis in statistical process controlExpert Systems with Applications, Vol. 38, No. 9 | 1 Sep 2011
- Bayesian change detection based on spatial sampling and Gaussian mixture modelPattern Recognition Letters, Vol. 32, No. 12 | 1 Sep 2011
- Value-at-risk forecasting based on Gaussian mixture ARMA–GARCH modelJournal of Statistical Computation and Simulation, Vol. 81, No. 9 | 1 Sep 2011
- An extension of parametric ROC analysis for calculating diagnostic accuracy when underlying distributions are mixture of GaussianJournal of Applied Statistics, Vol. 38, No. 9 | 1 Sep 2011
- Bayesian inference in physicsReviews of Modern Physics, Vol. 83, No. 3 | 19 September 2011
- Canonical estimation in a rare-events regime2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton) | 1 Sep 2011
- Billing attack detection and prevention in mobile communication network2011 IEEE 13th International Conference on Communication Technology | 1 Sep 2011
- The classification of SSH tunneled traffic using maximum likelihood classifier2011 International Conference on Electronics, Communications and Control (ICECC) | 1 Sep 2011
- Motion detection in old film sequences using adaptive Gaussian mixture model2011 18th IEEE International Conference on Image Processing | 1 Sep 2011
- Probabilistic Mixture Regression Models for Alignment of LC-MS DataIEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 8, No. 5 | 1 Sep 2011
- The MOPED framework: Object recognition and pose estimation for manipulationThe International Journal of Robotics Research, Vol. 30, No. 10 | 1 April 2011
- GLS Estimation of Dynamic Factor ModelsJournal of the American Statistical Association, Vol. 106, No. 495 | 1 Sep 2011
- Modal simulation and visualization in finite mixture modelsCanadian Journal of Statistics, Vol. 39, No. 3 | 19 August 2011
- Hand Detection Using Robust Color Correction and Gaussian Mixture Model2011 Sixth International Conference on Image and Graphics | 1 Aug 2011
- High Resolution Detection and Analysis of CpG Dinucleotides Methylation Using MBD-Seq TechnologyPLoS ONE, Vol. 6, No. 7 | 11 July 2011
- Mixed-membership naive Bayes modelsData Mining and Knowledge Discovery, Vol. 23, No. 1 | 29 August 2010
- Joint classification of panchromatic and multispectral images by multiresolution fusion through Markov random fields and graph cuts2011 17th International Conference on Digital Signal Processing (DSP) | 1 Jul 2011
- Probability density estimation by linear combinations of Gaussian kernels- generalizations and algorithmic evaluation2011 International Conference on Multimedia Technology | 1 Jul 2011
- Optimal Operators of Hybrid Genetic Algorithm for GMM Parameter Estimation2011 Seventh International Conference on Intelligent Environments | 1 Jul 2011
- Multitemporal region-based classification of high-resolution images by Markov random fields and multiscale segmentation2011 IEEE International Geoscience and Remote Sensing Symposium | 1 Jul 2011
- Noise benefits in the expectation-maximization algorithm: Nem theorems and modelsThe 2011 International Joint Conference on Neural Networks | 1 Jul 2011
- An algorithm for the localization of multiple interfering sperm whales using multi-sensor time difference of arrivalThe Journal of the Acoustical Society of America, Vol. 130, No. 1 | 19 July 2011
- Clustering mixed dataWIREs Data Mining and Knowledge Discovery, Vol. 1, No. 4 | 20 May 2011
- Application of EM algorithms for seismic facices classificationComputational Geosciences, Vol. 15, No. 3 | 23 October 2010
- Learning Gaussian mixture with automatic model selection: A comparative study on three Bayesian related approachesFrontiers of Electrical and Electronic Engineering in China, Vol. 6, No. 2 | 10 June 2011
- NM–QELE for ARMA–GARCH models with non-Gaussian innovationsStatistics & Probability Letters, Vol. 81, No. 6 | 1 Jun 2011
- Using Rasch Analysis To Identify The Level Of Difficulty Of Multiple-Choice QuestionsMSOR Connections, Vol. 11, No. 2 | 1 Jun 2011
- Simultaneous localization and environmental mapping with a sensor network2011 IEEE International Conference on Robotics and Automation | 1 May 2011
- Comparing Wald and Likelihood Regions Applied to Locally Identifiable Mixture ModelsMixtures | 24 April 2011
- Large-Scale Clustering Based on Data Compression2011 Eighth International Conference on Information Technology: New Generations | 1 Apr 2011
- A Mixed Exponential Distribution Model for Retrieving Ground Flash Fraction from Satellite Lightning Imager DataJournal of Atmospheric and Oceanic Technology, Vol. 28, No. 4 | 1 April 2011
- Codimensional matrix pairing perspective of BYY harmony learning: hierarchy of bilinear systems, joint decomposition of data-covariance, and applications of network biologyFrontiers of Electrical and Electronic Engineering in China, Vol. 6, No. 1 | 4 March 2011
- Machine learning and intelligence science: Sino-foreign interchange workshop IScIDE2010 (A)Frontiers of Electrical and Electronic Engineering in China, Vol. 6, No. 1 | 4 March 2011
- Pattern classification models for classifying and indexing audio signalsEngineering Applications of Artificial Intelligence, Vol. 24, No. 2 | 1 Mar 2011
- Hidden Markov models with t components. Increased persistence and other aspectsQuantitative Finance, Vol. 11, No. 3 | 1 Mar 2011
- Stochastic 3-D signal reconstruction from noisy projection data for heterogeneous instances of objects in electron microscopy imagery2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro | 1 Mar 2011
- Rigid and Articulated Point Registration with Expectation Conditional MaximizationIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 33, No. 3 | 1 Mar 2011
- Fund Rating Model Based on Finite Normal Mixture DistributionReview of Pacific Basin Financial Markets and Policies, Vol. 14, No. 01 | 21 November 2011
- Radar HRRP Statistical Recognition With Local Factor Analysis by Automatic Bayesian Ying-Yang Harmony LearningIEEE Transactions on Signal Processing, Vol. 59, No. 2 | 1 Feb 2011
- Active learning in multimedia annotation and retrievalACM Transactions on Intelligent Systems and Technology, Vol. 2, No. 2 | 24 February 2011
- Knowledge discovery from 3D human motion streams through semantic dimensional reductionACM Transactions on Multimedia Computing, Communications, and Applications, Vol. 7, No. 2 | 1 Feb 2011
- Anderson Acceleration for Fixed-Point IterationsSIAM Journal on Numerical Analysis, Vol. 49, No. 4 | 16 August 2011
- EM AlgorithmsHandbook of Mathematical Methods in Imaging | 1 Jan 2011
- Probabilistic Inference Using Function Factorization and Divergence MinimizationTowards an Information Theory of Complex Networks | 11 June 2011
- Accurate Modeling of Marginal Signal Distributions in 2D/3D ImagesMulti Modality State-of-the-Art Medical Image Segmentation and Registration Methodologies | 23 February 2011
- An Evaluation Study on Speech Feature Densities for Bayesian Estimation in Robust ASRToward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces. Theoretical and Practical Issues | 1 Jan 2011
- Video Based Face Recognition Using Graph MatchingComputer Vision – ACCV 2010 | 1 Jan 2011
- Simultaneous Model Selection and Feature Selection via BYY Harmony LearningAdvances in Neural Networks – ISNN 2011 | 1 Jan 2011
- Computation of Similarity—Similarity Search as ComputationModels of Computation in Context | 1 Jan 2011
- Detecting Separation of Moving Objects Based on Non-parametric Bayesian Scheme for Tracking by Particle FilterKnowledge-Based and Intelligent Information and Engineering Systems | 1 Jan 2011
- Two Classes of Algorithms for Data ClusteringIntegrated Uncertainty in Knowledge Modelling and Decision Making | 1 Jan 2011
- Classification of audio signals using AANN and GMMApplied Soft Computing, Vol. 11, No. 1 | 1 Jan 2011
- Gaussian mixtures on tensor fields for segmentation: Applications to medical imagingComputerized Medical Imaging and Graphics, Vol. 35, No. 1 | 1 Jan 2011
- Maximum likelihood estimation of heterogeneous mixtures of Gaussian and uniform distributionsJournal of Statistical Planning and Inference, Vol. 141, No. 1 | 1 Jan 2011
- Methods for testing association between uncertain genotypes and quantitative traitsBiostatistics, Vol. 12, No. 1 | 11 June 2010
- On the maximization of financial performance measures within mixture modelsStatistics & Decisions, Vol. 28, No. 1 | 1 Jan 2011
- Flicker Parameters Estimation in Old Film Sequences Containing Moving ObjectsIEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol. E94-A, No. 12 | 1 Jan 2011
- Bayesian Inference for the Mixed-Frequency VAR ModelSSRN Electronic Journal | 1 Jan 2011
- The WiMapInternational Journal of Advanced Pervasive and Ubiquitous Computing, Vol. 3, No. 1 | 1 Jan 2011
- Automatic Tools for Diagnosis Support of Total Hip Replacement Follow-upAdvances in Electrical and Computer Engineering, Vol. 11, No. 4 | 1 Jan 2011
- LC-MS Data Analysis for Differential Protein Expression DetectionBioinformatics for Comparative Proteomics | 1 November 2010
- Learning Action PrimitivesVisual Analysis of Humans | 1 Jan 2011
- Image segmentation of UV pattern for automatic paper-money inspection2010 11th International Conference on Control Automation Robotics & Vision | 1 Dec 2010
- Bayesian Maximum Margin Clustering2010 IEEE International Conference on Data Mining | 1 Dec 2010
- Real time probability density function estimation in sensor networks2010 Sixth International conference on Wireless Communication and Sensor Networks | 1 Dec 2010
- RISK AND HEDGING BEHAVIOR: THE ROLE AND DETERMINANTS OF LATENT HETEROGENEITYJournal of Financial Research, Vol. 33, No. 4 | 29 December 2010
- A Robust Approach for Clock Offset Estimation in Wireless Sensor NetworksEURASIP Journal on Advances in Signal Processing, Vol. 2010, No. 1 | 30 May 2010
- Modeling of Video Sequences by Gaussian Mixture: Application in Motion Estimation by Block Matching MethodEURASIP Journal on Advances in Signal Processing, Vol. 2010, No. 1 | 30 May 2010
- Gamma-based clustering via ordered means with application to gene-expression analysisThe Annals of Statistics, Vol. 38, No. 6 | 1 Dec 2010
- Adaptive Variational Method for Restoring Color Images with High Density Impulse NoiseInternational Journal of Computer Vision, Vol. 90, No. 2 | 21 May 2010
- Inconsistency of the MLE and inference based on weighted LS for LARCH modelsJournal of Econometrics, Vol. 159, No. 1 | 1 Nov 2010
- Image change detection using Gaussian mixture model and genetic algorithmJournal of Visual Communication and Image Representation, Vol. 21, No. 8 | 1 Nov 2010
- A call-independent and automatic acoustic system for the individual recognition of animals: A novel model using four passerinesPattern Recognition, Vol. 43, No. 11 | 1 Nov 2010
- Soft clustering analysis of galaxy morphologies: a worked example with SDSSAstronomy & Astrophysics, Vol. 522 | 27 October 2010
- Settling the Polynomial Learnability of Mixtures of Gaussians2010 IEEE 51st Annual Symposium on Foundations of Computer Science | 1 Oct 2010
- Modeling multi-source remote sensing image classifier based on the MDL principle: Experimental studies2010 IEEE International Conference on Systems, Man and Cybernetics | 1 Oct 2010
- Class conditional entropic prior for MRI enhanced SPECT reconstructionIEEE Nuclear Science Symposuim & Medical Imaging Conference | 1 Oct 2010
- ReferencesTime Series | 28 January 2011
- Contaminated normal modeling with application to microarray data analysisCanadian Journal of Statistics, Vol. 38, No. 3 | 10 March 2010
- Bayesian Ying-Yang system, best harmony learning, and five action circlingFrontiers of Electrical and Electronic Engineering in China, Vol. 5, No. 3 | 5 September 2010
- A simulation study to compare robust clustering methods based on mixturesAdvances in Data Analysis and Classification, Vol. 4, No. 2-3 | 26 June 2010
- Astronomically-paced coccolith size variations during the early Pliensbachian (Early Jurassic)Palaeogeography, Palaeoclimatology, Palaeoecology, Vol. 295, No. 1-2 | 1 Sep 2010
- Age invariant face recognition using graph matching2010 Fourth IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS) | 1 Sep 2010
- Robust segmentation of lung tissue in chest CT scanning2010 IEEE International Conference on Image Processing | 1 Sep 2010
- Possibilistic Clustering Based on Robust Modeling of Finite Generalized Dirichlet Mixture2010 20th International Conference on Pattern Recognition | 1 Aug 2010
- An Extension of the Standard Mixture Model for Image SegmentationIEEE Transactions on Neural Networks, Vol. 21, No. 8 | 1 Aug 2010
- Mixture of Bivariate Exponential DistributionsCommunications in Statistics - Theory and Methods, Vol. 39, No. 15 | 29 Jul 2010
- Robust mixture modeling using multivariate skew t distributionsStatistics and Computing, Vol. 20, No. 3 | 5 May 2009
- Experimental evaluation of an automatic parameter setting systemExpert Systems with Applications, Vol. 37, No. 7 | 1 Jul 2010
- An incremental nested partition method for data clusteringPattern Recognition, Vol. 43, No. 7 | 1 Jul 2010
- Enhancement of low light image based on Gaussian Mixture Modeling2010 2nd European Workshop on Visual Information Processing (EUVIP) | 1 Jul 2010
- Gaussian sum particle filter for spacecraft attitude estimation2010 2nd International Conference on Signal Processing Systems | 1 Jul 2010
- Change detection for earthquake damage assessment in built-up areas using very high resolution optical and SAR imagery2010 IEEE International Geoscience and Remote Sensing Symposium | 1 Jul 2010
- Image database categorization using robust modeling of finite Generalized Dirichlet mixture2010 2nd International Conference on Image Processing Theory, Tools and Applications | 1 Jul 2010
- Inferences for Mixtures of Distributions for Centrally Censored Data with Partial IdentificationCommunications in Statistics - Theory and Methods, Vol. 39, No. 12 | 9 Jun 2010
- Likelihood function modeling of particle filter in presence of non-stationary non-gaussian measurement noiseSignal Processing, Vol. 90, No. 6 | 1 Jun 2010
- Approximating the synthetic aperture radar image amplitude distribution by finite mixturesMoscow University Computational Mathematics and Cybernetics, Vol. 34, No. 2 | 27 May 2010
- ReferencesApplied Bayesian Hierarchical Methods | 13 July 2010
- Gaussian mixture learning via robust competitive agglomerationPattern Recognition Letters, Vol. 31, No. 7 | 1 May 2010
- A Bayesian approach to unsupervised multiscale change detection in synthetic aperture radar imagesSignal Processing, Vol. 90, No. 5 | 1 May 2010
- Robust estimation for order of hidden Markov models based on density power divergencesJournal of Statistical Computation and Simulation, Vol. 80, No. 5 | 1 May 2010
- Mixtures density estimation in lifetime data analysis: an application of nonparametric Bayesian estimation techniqueJournal of Statistics and Management Systems, Vol. 13, No. 3 | 1 May 2010
- High-amplitude noise detection by the expectation-maximization algorithm with application to swell-noise attenuationGEOPHYSICS, Vol. 75, No. 3 | 1 May 2010
- Rationality on the rise: Why relative risk aversion increases with stake sizeJournal of Risk and Uncertainty, Vol. 40, No. 2 | 3 March 2010
- Methods for merging Gaussian mixture componentsAdvances in Data Analysis and Classification, Vol. 4, No. 1 | 22 January 2010
- Skin detection for single images using dynamic skin color modelingPattern Recognition, Vol. 43, No. 4 | 1 Apr 2010
- Estimating the Probability Density Function of a Nonstationary Non-Gaussian NoiseIEEE Transactions on Industrial Electronics, Vol. 57, No. 4 | 1 Apr 2010
- Evaluation of the Accuracy of Diagnostic Tests From Repeated Measurements Without a Gold StandardJournal of Agricultural, Biological, and Environmental Statistics, Vol. 15, No. 1 | 5 February 2010
- Acceleration of the EM algorithm via extrapolation methods: Review, comparison and new methodsComputational Statistics & Data Analysis, Vol. 54, No. 3 | 1 Mar 2010
- Learning mixture models via component-wise parameter smoothingComputational Statistics & Data Analysis, Vol. 54, No. 3 | 1 Mar 2010
- Unsupervised Change Detection for Satellite Images Using Dual-Tree Complex Wavelet TransformIEEE Transactions on Geoscience and Remote Sensing, Vol. 48, No. 3 | 1 Mar 2010
- Is global diversification rational? Evidence from emerging equity markets through mixed copula approachApplied Economics, Vol. 42, No. 5 | 1 Feb 2010
- Linear Time Maximum Margin ClusteringIEEE Transactions on Neural Networks, Vol. 21, No. 2 | 1 Feb 2010
- Statistical Representation of Distribution System Loads Using Gaussian Mixture ModelIEEE Transactions on Power Systems, Vol. 25, No. 1 | 1 Feb 2010
- Exhaustive Structure Generation for Inverse‐QSPR/QSARMolecular Informatics, Vol. 29, No. 1-2 | 26 January 2010
- Intensity EstimationPoisson Point Processes | 13 August 2010
- Discovery of Spatial Relationships in Spatial DataKnowledge Discovery in Spatial Data | 18 August 2009
- Novelty Detection in Projected Spaces for Structural Health MonitoringAdvances in Intelligent Data Analysis IX | 1 Jan 2010
- Clustering Fuzzy Data Using the Fuzzy EM AlgorithmScalable Uncertainty Management | 1 Jan 2010
- Constrained monotone EM algorithms for mixtures of multivariate t distributionsStatistics and Computing, Vol. 20, No. 1 | 9 January 2009
- An Introduction to Maximum-Likelihood Methods in Cryo-EMCryo-EM, Part B: 3-D Reconstruction | 1 Jan 2010
- Asymptotic properties of a stochastic EM algorithm for mixtures with censored dataJournal of Statistical Planning and Inference, Vol. 140, No. 1 | 1 Jan 2010
- Image categorization via robust pLSAPattern Recognition Letters, Vol. 31, No. 1 | 1 Jan 2010
- Distribution system state estimation through Gaussian mixture model of the load as pseudo-measurementIET Generation, Transmission & Distribution, Vol. 4, No. 1 | 1 Jan 2010
- Image denoising employing local mixture models in sparse domainsIET Image Processing, Vol. 4, No. 5 | 1 Jan 2010
- Radar HRRP statistical recognition with Local Factor Analysis by automatic Bayesian Ying Yang harmony learning2010 IEEE International Conference on Acoustics, Speech and Signal Processing | 1 Jan 2010
- Gaussian-mixture modeling of lattice-based spherical vector quantization performance in transform audio coding2010 IEEE International Conference on Acoustics, Speech and Signal Processing | 1 Jan 2010
- Statistical Modeling of SAR Images: A SurveySensors, Vol. 10, No. 1 | 21 January 2010
- Face Recognition in Videos Using Adaptive Graph Appearance ModelsAdvances in Visual Computing | 1 Jan 2010
- Adaptive Background Modeling and SubtractionIntelligent Video Surveillance | 16 June 2010
- Context-dependent multi-class classification with unknown observation and class distributions with applications to bioinformaticsProceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference | 1 Dec 2009
- Mining Customers' Spatio-Temporal Behavior Data Using Topographic Unsupervised Learning2009 International Conference on Machine Learning and Applications | 1 Dec 2009
- An Adaptive Method for Recovering Image from Mixed Noisy DataInternational Journal of Computer Vision, Vol. 85, No. 2 | 4 June 2009
- Parameter estimation of Poisson mixture with automated model selection through BYY harmony learningPattern Recognition, Vol. 42, No. 11 | 1 Nov 2009
- Learning Gaussian Mixture Models With Entropy-Based CriteriaIEEE Transactions on Neural Networks, Vol. 20, No. 11 | 1 Nov 2009
- Model selection in toxicity studiesStatistica Neerlandica, Vol. 63, No. 4 | 1 Nov 2009
- Happiness functions with preference interdependence and heterogeneity: the case of altruism within the familyJournal of Population Economics, Vol. 22, No. 4 | 1 August 2008
- Improving keyword based web image search with visual feature distribution and term expansionKnowledge and Information Systems, Vol. 21, No. 1 | 12 December 2008
- Improving text categorization bootstrapping via unsupervised learningACM Transactions on Speech and Language Processing, Vol. 6, No. 1 | 14 October 2009
- A view-based statistical system for multi-view face detection and pose estimationImage and Vision Computing, Vol. 27, No. 9 | 1 Aug 2009
- Inference for multivariate normal mixturesJournal of Multivariate Analysis, Vol. 100, No. 7 | 1 Aug 2009
- Gaussian mixture model-based segmentation of MR images taken from premature infant brainsJournal of Neuroscience Methods, Vol. 182, No. 1 | 1 Aug 2009
- Texture image retrieval based on non-tensor product wavelet filter banksSignal Processing, Vol. 89, No. 8 | 1 Aug 2009
- Generalized Competitive Learning of Gaussian Mixture ModelsIEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), Vol. 39, No. 4 | 1 Aug 2009
- Vision-based short range interaction between a personal service robot and a userIntelligent Service Robotics, Vol. 2, No. 3 | 17 May 2009
- Choice of estimator for distribution system state estimationIET Generation, Transmission & Distribution, Vol. 3, No. 7 | 1 Jul 2009
- Storm Identification and Tracking Algorithm for Modeling of Rainfall Fields Using 1-h NEXRAD Rainfall Data in TexasJournal of Hydrologic Engineering, Vol. 14, No. 7 | 1 Jul 2009
- On regularization methods of EM-Kaczmarz typeInverse Problems, Vol. 25, No. 7 | 12 June 2009
- Unsupervised Change Detection From Multichannel SAR Data by Markovian Data FusionIEEE Transactions on Geoscience and Remote Sensing, Vol. 47, No. 7 | 1 Jul 2009
- Adaptive Mixture-Based Neural Network Approach for Higher-Level Fusion and Automated Behavior Monitoring2009 IEEE International Conference on Communications | 1 Jun 2009
- Data classification with a generalized Gaussian components based density estimation algorithm2009 International Joint Conference on Neural Networks | 1 Jun 2009
- Detecting Spoofing Attacks in Mobile Wireless Environments2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks | 1 Jun 2009
- Dealing with label switching in mixture models under genuine multimodalityJournal of Multivariate Analysis, Vol. 100, No. 5 | 1 May 2009
- Quantitative Analysis of a Common Audio Similarity MeasureIEEE Transactions on Audio, Speech, and Language Processing, Vol. 17, No. 4 | 1 May 2009
- Mixture Model- and Least Squares-Based Packet Video Error ConcealmentIEEE Transactions on Image Processing, Vol. 18, No. 5 | 1 May 2009
- A trajectory-based analysis of coordinated team activity in a basketball gameComputer Vision and Image Understanding, Vol. 113, No. 5 | 1 May 2009
- Mixture of Probabilistic Linear Regressions: A unified view of GMM-based mapping techiques2009 IEEE International Conference on Acoustics, Speech and Signal Processing | 1 Apr 2009
- Automatic Detection of Terrain Surface Changes After Wenchuan Earthquake, May 2008, From ALOS SAR Images Using 2EM-MRF MethodIEEE Geoscience and Remote Sensing Letters, Vol. 6, No. 2 | 1 Apr 2009
- Multi-Target/Multi-Sensor Tracking using Only Range and Doppler MeasurementsIEEE Transactions on Aerospace and Electronic Systems, Vol. 45, No. 2 | 1 Apr 2009
- Frugal IV alternatives to identify the parameter for an endogenous regressorJournal of Applied Econometrics, Vol. 24, No. 3 | 3 March 2009
- Bayesian EstimationBayesian Signal Processing | 11 July 2008
- Discrete Hidden Markov Model Bayesian ProcessorsBayesian Signal Processing | 11 July 2008
- Kernel‐Based Topographic Maps: Theory and ApplicationsWiley Encyclopedia of Computer Science and Engineering | 16 March 2009
- Complexity control in a mixture model by the Hardy–Weinberg equilibriumComputational Statistics & Data Analysis, Vol. 53, No. 5 | 1 Mar 2009
- Automatic parameter tuning with a Bayesian case-based reasoning system. A case of studyExpert Systems with Applications, Vol. 36, No. 2 | 1 Mar 2009
- Hypergraph-Based Anomaly Detection of High-Dimensional Co-OccurrencesIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 31, No. 3 | 1 Mar 2009
- Normal Mixture Quasi‐maximum Likelihood Estimator for GARCH ModelsScandinavian Journal of Statistics, Vol. 36, No. 1 | 12 February 2009
- Support vector machine-based classification of Alzheimer’s disease from whole-brain anatomical MRINeuroradiology, Vol. 51, No. 2 | 10 October 2008
- Singularity and Slow Convergence of the EM algorithm for Gaussian MixturesNeural Processing Letters, Vol. 29, No. 1 | 4 February 2009
- Quantify Measure of Beijing Freeway Traffic Status Based on Characteristic FiguresJournal of Transportation Systems Engineering and Information Technology, Vol. 9, No. 1 | 1 Feb 2009
- Maximum likelihood estimation for multivariate skew normal mixture modelsJournal of Multivariate Analysis, Vol. 100, No. 2 | 1 Feb 2009
- On the influence of imputation in classification: practical issuesJournal of Experimental & Theoretical Artificial Intelligence, Vol. 21, No. 1 | 1 Feb 2009
- GADEM: A Genetic Algorithm Guided Formation of Spaced Dyads Coupled with an EM Algorithm for Motif DiscoveryJournal of Computational Biology, Vol. 16, No. 2 | 1 Feb 2009
- GALEACYSTA ETRUSCA COMPLEX: DINOFLAGELLATE CYST MARKER OF PARATETHYAN INFLUXES TO THE MEDITERRANEAN SEA BEFORE AND AFTER THE PEAK OF THE MESSINIAN SALINITY CRISISPalynology, Vol. 33, No. 2 | 29 April 2010
- The Stakes of Capture–Recapture Models with State UncertaintyModeling Demographic Processes In Marked Populations | 1 Jan 2009
- Time–Frequency Methods and Brain Rhythm Signal ProcessingCoordinated Activity in the Brain | 2 May 2009
- Treaty MonitoringRemote Sensing from Space | 1 Jan 2009
- Spatial Color Distribution Based Indexing and Retrieval SchemeMan-Machine Interactions | 1 Jan 2009
- A Single Loop EM Algorithm for the Mixture of Experts ArchitectureAdvances in Neural Networks – ISNN 2009 | 1 Jan 2009
- User-Centered Design for a Voice PortalAspects of Natural Language Processing | 1 Jan 2009
- Comparing Large Datasets Structures through Unsupervised LearningNeural Information Processing | 1 Jan 2009
- Consistency of minimizing a penalized density power divergence estimator for mixing distributionStatistical Papers, Vol. 50, No. 1 | 12 May 2007
- Classifiers Based on Bayes Decision TheoryPattern Recognition | 1 Jan 2009
- Supervised Learning: The EpiloguePattern Recognition | 1 Jan 2009
- A Kurtosis and Skewness Based Criterion for Model Selection on Gaussian Mixture2009 2nd International Conference on Biomedical Engineering and Informatics | 1 Jan 2009
- Multilayer Perceptron versus Gaussian Mixture for Class Probability Estimation with Discontinuous Underlying Prior Densities2009 Fourth International Multi-Conference on Computing in the Global Information Technology | 1 Jan 2009
- A Novel Split and Merge EM Algorithm for Gaussian Mixture Model2009 Fifth International Conference on Natural Computation | 1 Jan 2009
- A Greedy Merge Learning Algorithm for Gaussian Mixture Model2009 Third International Symposium on Intelligent Information Technology Application | 1 Jan 2009
- 3-D reconstruction from electron microscope images of heterogeneous particles*Frontiers in Optics 2009/Laser Science XXV/Fall 2009 OSA Optics & Photonics Technical Digest | 1 Jan 2009
- Risk and Rationality: Uncovering Heterogeneity in Probability DistortionSSRN Electronic Journal | 1 Jan 2009
- Voting in the Bicameral Congress: Large Majorities as a Signal of QualitySSRN Electronic Journal | 1 Jan 2009
- On Usefulness of Methods of Fuzzy ClusteringJournal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol. 21, No. 6 | 1 Jan 2009
- Theory and Practice of Expectation Maximization (EM) AlgorithmEncyclopedia of Data Warehousing and Mining, Second Edition | 1 Jan 2009
- Full Issue in PDF / Numéro complet enform PDFCanadian Journal of Remote Sensing, Vol. 35, No. 3 | 2 June 2014
- Impact and realization of increased class separability on the small sample size problem in hyperspectral classificationCanadian Journal of Remote Sensing, Vol. 35, No. 3 | 2 June 2014
- Robust autonomous detection of the defective pixels in detectors using a probabilistic techniqueApplied Optics, Vol. 47, No. 36 | 20 December 2008
- An online Bayesian Ying–Yang learning applied to fuzzy CMACNeurocomputing, Vol. 72, No. 1-3 | 1 Dec 2008
- A unifying viewpoint of some clustering techniques using Bregman divergences and extensions to mixed data sets2008 11th International Conference on Computer and Information Technology | 1 Dec 2008
- Bayesian Co-clustering2008 Eighth IEEE International Conference on Data Mining | 1 Dec 2008
- Development of Anatomically Realistic Numerical Breast Phantoms With Accurate Dielectric Properties for Modeling Microwave Interactions With the Human BreastIEEE Transactions on Biomedical Engineering, Vol. 55, No. 12 | 1 Dec 2008
- On entropy-constrained vector quantization using gaussian mixture modelsIEEE Transactions on Communications, Vol. 56, No. 12 | 1 Dec 2008
- Classification of human cancers based on DNA copy number amplification modelingBMC Medical Genomics, Vol. 1, No. 1 | 14 May 2008
- Robust estimation for the order of finite mixture modelsMetrika, Vol. 68, No. 3 | 9 January 2008
- A BYY scale-incremental EM algorithm for Gaussian mixture learningApplied Mathematics and Computation, Vol. 205, No. 2 | 1 Nov 2008
- GAKREM: A novel hybrid clustering algorithmInformation Sciences, Vol. 178, No. 22 | 1 Nov 2008
- 3-D Object Recognition Using 2-D ViewsIEEE Transactions on Image Processing, Vol. 17, No. 11 | 1 Nov 2008
- Selecting hidden Markov model state number with cross-validated likelihoodComputational Statistics, Vol. 23, No. 4 | 7 December 2007
- Renyi entropy penalized learning algorithm for Gaussian mixture with automated model selection2008 9th International Conference on Signal Processing | 1 Oct 2008
- A new spectral clustering method based on data histogram2008 9th International Conference on Signal Processing | 1 Oct 2008
- EM algorithm based MDL application to estimate the mixture model clustering parameters2008 9th International Conference on Signal Processing | 1 Oct 2008
- BYY harmony enforcing regularization for gaussian mixture learning2008 9th International Conference on Signal Processing | 1 Oct 2008
- A study of regularized Gaussian classifier in high-dimension small sample set case based on MDL principle with application to spectrum recognitionPattern Recognition, Vol. 41, No. 9 | 1 Sep 2008
- Objective Evaluation of Soil Release in FabricsTextile Research Journal, Vol. 78, No. 9 | 1 September 2008
- 3D femoral bone approximation in prosthesed hip radiographies2008 4th International Conference on Intelligent Computer Communication and Processing | 1 Aug 2008
- Multi-class alignment of LC-MS data using probabilistic-based mixture regression models2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society | 1 Aug 2008
- A comparison of Gaussian mixture and artificial neural network models for voiced-based access control system of building security2008 International Symposium on Information Technology | 1 Aug 2008
- Monte Carlo Methods for Channel, Phase Noise, and Frequency Offset Estimation With Unknown Noise Variances in OFDM SystemsIEEE Transactions on Signal Processing, Vol. 56, No. 8 | 1 Aug 2008
- Modeling multisource remote sensing image classifier based on the MDL principle: Theoretical aspects2008 International Conference on Machine Learning and Cybernetics | 1 Jul 2008
- Ant Colony Optimization Algorithm for Feature Selection and Classification of Multispectral Remote Sensing ImageIGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium | 1 Jul 2008
- TRUST-TECH-Based Expectation Maximization for Learning Finite Mixture ModelsIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 30, No. 7 | 1 Jul 2008
- Nanoscopic Porous SensorsAnnual Review of Analytical Chemistry, Vol. 1, No. 1 | 1 Jul 2008
- A Simple Identification Proof for a Mixture of Two Univariate Normal DistributionsJournal of Classification, Vol. 25, No. 1 | 26 June 2008
- A note on a validity test using the stochastic EM algorithm in order to assess the number of components in a finite mixture modelStatistics, Vol. 42, No. 3 | 12 June 2008
- Unsupervised learning of finite mixtures using entropy regularization and its application to image segmentation2008 IEEE Conference on Computer Vision and Pattern Recognition | 1 Jun 2008
- Testing homogeneity in discrete mixturesJournal of Statistical Planning and Inference, Vol. 138, No. 5 | 1 May 2008
- Gaussian mixture models for probabilistic localization2008 IEEE International Conference on Robotics and Automation | 1 May 2008
- Registration of colored 3D point clouds with a Kernel-based extension to the normal distributions transform2008 IEEE International Conference on Robotics and Automation | 1 May 2008
- An application of mixture distributions in modelization of length of hospital stayStatistics in Medicine, Vol. 27, No. 9 | 1 January 2008
- A fast fixed-point BYY harmony learning algorithm on Gaussian mixture with automated model selectionPattern Recognition Letters, Vol. 29, No. 6 | 1 Apr 2008
- Fine mapping of regulatory loci for mammalian gene expression using radiation hybridsNature Genetics, Vol. 40, No. 4 | 23 March 2008
- Efficient Estimation of Die-Level Process Parameter Variations via the EM-Algorithm2008 11th IEEE Workshop on Design and Diagnostics of Electronic Circuits and Systems | 1 Apr 2008
- Detecting 802.11 MAC Layer Spoofing Using Received Signal StrengthIEEE INFOCOM 2008 - The 27th Conference on Computer Communications | 1 Apr 2008
- DLBEM: Dynamic load balancing using expectation-maximization2008 IEEE International Symposium on Parallel and Distributed Processing | 1 Apr 2008
- PIR-sensor based human motion event classification2008 IEEE 16th Signal Processing, Communication and Applications Conference | 1 Apr 2008
- Estimation of sex-specific survival with uncertainty in sex assessmentCanadian Journal of Statistics, Vol. 36, No. 1 | 1 Mar 2008
- The expectation–maximization algorithm applied to the search of point sources of astroparticlesAstroparticle Physics, Vol. 29, No. 2 | 1 Mar 2008
- Blind separation of fetal electrocardiograms by annealed expectation maximizationNeurocomputing, Vol. 71, No. 7-9 | 1 Mar 2008
- Estimating the number of components in a mixture of multilayer perceptronsNeurocomputing, Vol. 71, No. 7-9 | 1 Mar 2008
- Automatic radiometric normalization of multitemporal satellite imagery with the iteratively re-weighted MAD transformationRemote Sensing of Environment, Vol. 112, No. 3 | 1 Mar 2008
- A maximum log-likelihood approach to voice activity detection2008 3rd International Symposium on Communications, Control and Signal Processing | 1 Mar 2008
- Automatic Vehicle Detection Using Local Features—A Statistical ApproachIEEE Transactions on Intelligent Transportation Systems, Vol. 9, No. 1 | 1 Mar 2008
- A Latent-Class Mixture Model for Incomplete Longitudinal Gaussian DataBiometrics, Vol. 64, No. 1 | 30 June 2007
- fdrMotif: identifying cis -elements by an EM algorithm coupled with false discovery rate controlBioinformatics, Vol. 24, No. 5 | 1 March 2008
- Two approaches to the integration of heterogeneous data warehousesDistributed and Parallel Databases, Vol. 23, No. 1 | 23 December 2007
- A Semi-supervised Learning Algorithm on Gaussian Mixture with Automatic Model SelectionNeural Processing Letters, Vol. 27, No. 1 | 3 November 2007
- A model for parameter setting based on Bayesian networksEngineering Applications of Artificial Intelligence, Vol. 21, No. 1 | 1 Feb 2008
- Reliability estimation of a statistical classifierPattern Recognition Letters, Vol. 29, No. 3 | 1 Feb 2008
- Packet Video Error Concealment With Gaussian Mixture ModelsIEEE Transactions on Image Processing, Vol. 17, No. 2 | 1 Feb 2008
- Statistical approach to unsupervised defect detection and multiscale localization in two-texture imagesOptical Engineering, Vol. 47, No. 2 | 1 Feb 2008
- Analysis of a Gibbs sampler method for model-based clustering of gene expression dataBioinformatics, Vol. 24, No. 2 | 22 November 2007
- Learning Mixtures of Product Distributions over Discrete DomainsSIAM Journal on Computing, Vol. 37, No. 5 | 1 February 2008
- Video Content Analysis Using Machine Learning ToolsEncyclopedia of Multimedia | 1 Jan 2008
- Clustering MethodsMachine Learning for Audio, Image and Video Analysis | 1 Jan 2008
- Bayesian Ying-Yang Harmony Learning for Local Factor Analysis: A Comparative InvestigationOppositional Concepts in Computational Intelligence | 1 Jan 2008
- Adaptive and Interactive Approaches to Document AnalysisMachine Learning in Document Analysis and Recognition | 1 Jan 2008
- The Noise Component in Model-based Cluster AnalysisData Analysis, Machine Learning and Applications | 1 Jan 2008
- Automatic Straight Line Detection through Fixed-Point BYY Harmony LearningAdvanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues | 1 Jan 2008
- Probabilistic Granule AnalysisRough Sets and Current Trends in Computing | 1 Jan 2008
- Finite Mixtures of Generalized Linear Regression ModelsRecent Advances in Linear Models and Related Areas | 1 Jan 2008
- Computational issues in parameter estimation for stationary hidden Markov modelsComputational Statistics, Vol. 23, No. 1 | 13 July 2007
- Response of Nereis diversicolor population (Polychaeta, Nereididae) to the pollution impact – Authie and Seine estuaries (France)Estuarine, Coastal and Shelf Science, Vol. 76, No. 2 | 1 Jan 2008
- Precoding in downlink multi-carrier code division multiple access systems using expectation maximisation algorithmIET Communications, Vol. 2, No. 10 | 1 Jan 2008
- Research on Insulator Infrared Image Denoising Using Significant Wavelet-Domain Hidden Markov Tree Models2008 Congress on Image and Signal Processing | 1 Jan 2008
- A Correlator with Preposed Whitening and Gaussianizing Modules of Signal in Colored Non-Gaussian Interference Background2008 Congress on Image and Signal Processing | 1 Jan 2008
- Monitoring High-Dimensional Data for Failure Detection and Localization in Large-Scale Computing SystemsIEEE Transactions on Knowledge and Data Engineering, Vol. 20, No. 1 | 1 Jan 2008
- Hair-color modeling and head detection2008 7th World Congress on Intelligent Control and Automation | 1 Jan 2008
- Unsupervised ProblemsBayesian Approach to Inverse Problems | 26 January 2010
- Bayesian networks for imputation in classification problemsJournal of Intelligent Information Systems, Vol. 29, No. 3 | 24 January 2007
- Unsupervised Bayesian image segmentation using orthogonal seriesJournal of Visual Communication and Image Representation, Vol. 18, No. 6 | 1 Dec 2007
- Fuzzy Factor in Switching Regression Models2007 International Conference on Computational Intelligence and Security (CIS 2007) | 1 Dec 2007
- The extended switching regression model: allowing for multiple latent state variablesJournal of Forecasting, Vol. 26, No. 7 | 1 January 2007
- Non-parametric likelihood based channel estimator for Gaussian mixture noiseSignal Processing, Vol. 87, No. 11 | 1 Nov 2007
- New Coding Tools for Illumination and Focus Mismatch Compensation in Multiview Video CodingIEEE Transactions on Circuits and Systems for Video Technology, Vol. 17, No. 11 | 1 Nov 2007
- Fuzzy System Learned Through Fuzzy Clustering and Support Vector Machine for Human Skin Color SegmentationIEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, Vol. 37, No. 6 | 1 Nov 2007
- Unsupervised Change Detection in Multi-Temporal SAR ImagesImage Processing for Remote Sensing | 19 November 2009
- 3D characterization of individual multiphase particles in packed particle beds by X-ray microtomography (XMT)International Journal of Mineral Processing, Vol. 84, No. 1-4 | 1 Oct 2007
- An effective method for selecting the number of components in density mixturesJournal of Statistical Computation and Simulation, Vol. 77, No. 10 | 1 Oct 2007
- Latent Dirichlet Conditional Naive-Bayes ModelsSeventh IEEE International Conference on Data Mining (ICDM 2007) | 1 Oct 2007
- Asymmetries in Stock Returns: Statistical Tests and Economic EvaluationReview of Financial Studies, Vol. 20, No. 5 | 23 September 2006
- Spatial Random Tree Grammars for Modeling Hierarchal Structure in Images with Regions of Arbitrary ShapeIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 29, No. 9 | 1 Sep 2007
- Mixed Media Painting and PortraitureIEEE Transactions on Visualization and Computer Graphics, Vol. 13, No. 5 | 1 Sep 2007
- Degeneracy in the Maximum Likelihood Estimation of Univariate Gaussian Mixtures for Grouped Data and Behaviour of the EM AlgorithmScandinavian Journal of Statistics, Vol. 34, No. 3 | 1 Sep 2007
- Maximum Likelihood Estimation of VARMA Models Using a State-Space EM AlgorithmJournal of Time Series Analysis, Vol. 28, No. 5 | 1 Sep 2007
- Significance of image representation for face verificationSignal, Image and Video Processing, Vol. 1, No. 3 | 1 May 2007
- Unsupervised learning of a finite discrete mixture: Applications to texture modeling and image databases summarizationJournal of Visual Communication and Image Representation, Vol. 18, No. 4 | 1 Aug 2007
- A unified perspective and new results on RHT computing, mixture based learning, and multi-learner based problem solvingPattern Recognition, Vol. 40, No. 8 | 1 Aug 2007
- Multispectral Remote Sensing Image Classification with Multiple Features2007 International Conference on Machine Learning and Cybernetics | 1 Aug 2007
- Vocal Folds Disorder Detection using Pattern Recognition Methods2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society | 1 Aug 2007
- The Detection and Characterization of Ions, DNA , and Proteins Using Nanometer‐Scale PoresHandbook of Biosensors and Biochips | 15 March 2008
- A stochastic EM algorithm for a semiparametric mixture modelComputational Statistics & Data Analysis, Vol. 51, No. 11 | 1 Jul 2007
- The BYY annealing learning algorithm for Gaussian mixture with automated model selectionPattern Recognition, Vol. 40, No. 7 | 1 Jul 2007
- Measurement Error and Misclassification: A Comparison of Survey and Administrative DataJournal of Labor Economics, Vol. 25, No. 3 | 1 Jul 2007
- Cluster Number Selection Using Finite Mixture Model and Penalized Fisher Class Separability Measure2007 American Control Conference | 1 Jul 2007
- Finite mixtures of multivariate Poisson distributions with applicationJournal of Statistical Planning and Inference, Vol. 137, No. 6 | 1 Jun 2007
- Target Tracking Using a Joint Acoustic Video SystemIEEE Transactions on Multimedia, Vol. 9, No. 4 | 1 Jun 2007
- Single-molecule mass spectrometry in solution using a solitary nanoporeProceedings of the National Academy of Sciences, Vol. 104, No. 20 | 15 May 2007
- Linear and nonlinear distortion effects in direct detection 40Gb/s MSK modulation formats multi-span optically amplified transmissionOptics Communications, Vol. 273, No. 2 | 1 May 2007
- Local Graph Matching for Object Category RecognitionFourth Canadian Conference on Computer and Robot Vision (CRV '07) | 1 May 2007
- Genetic Algorithms for Finite Mixture Model Based Voxel Classification in NeuroimagingIEEE Transactions on Medical Imaging, Vol. 26, No. 5 | 1 May 2007
- Gaussian Mean-Shift Is an EM AlgorithmIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 29, No. 5 | 1 May 2007
- Offline and Real-Time Methods for ML-PDA Track ValidationIEEE Transactions on Signal Processing, Vol. 55, No. 5 | 1 May 2007
- Estimation of the income distribution and detection of subpopulations: An explanatory modelComputational Statistics & Data Analysis, Vol. 51, No. 7 | 1 Apr 2007
- A Quantile Method for Sizing Optical MapsJournal of Computational Biology, Vol. 14, No. 3 | 1 Apr 2007
- Adaptive Filtering for Video Coding with Focus Change2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 | 1 Apr 2007
- Unsupervised Change Detection From Multichannel SAR ImagesIEEE Geoscience and Remote Sensing Letters, Vol. 4, No. 2 | 1 Apr 2007
- Feature-Based Intra-/InterCoding Mode Selection for H.264/AVCIEEE Transactions on Circuits and Systems for Video Technology, Vol. 17, No. 4 | 1 Apr 2007
- State-Space Models: From the EM Algorithm to a Gradient ApproachNeural Computation, Vol. 19, No. 4 | 1 Apr 2007
- A Mixture Model for Multivariate ExtremesJournal of the Royal Statistical Society Series B: Statistical Methodology, Vol. 69, No. 2 | 5 March 2007
- From biomarkers to population responses in Nereis diversicolor: Assessment of stress in estuarine ecosystemsEcotoxicology and Environmental Safety, Vol. 66, No. 3 | 1 Mar 2007
- Transductive Methods for the Distributed Ensemble Classification ProblemNeural Computation, Vol. 19, No. 3 | 1 Mar 2007
- Using the EM algorithm for inference in a mixture of distributions with censored but partially identifiable dataComputational Statistics & Data Analysis, Vol. 51, No. 5 | 1 Feb 2007
- On the consistency of MLE in finite mixture models of exponential familiesJournal of Statistical Planning and Inference, Vol. 137, No. 2 | 1 Feb 2007
- Local Graph Matching for Face Recognition2007 IEEE Workshop on Applications of Computer Vision (WAC V '07) | 1 Feb 2007
- Assessment of the Gould-Shih procedure for sample size re-estimationPharmaceutical Statistics, Vol. 6, No. 1 | 1 January 2007
- Domain-Specific WSDWord Sense Disambiguation | 1 Jan 2007
- Bayesian Network Models with Discrete and Continuous VariablesAdvances in Probabilistic Graphical Models | 1 Jan 2007
- Adaptive Embedding and Detection for Improved Video WatermarkingIntelligent Multimedia Data Hiding | 1 Jan 2007
- A Trend on Regularization and Model Selection in Statistical Learning: A Bayesian Ying Yang Learning PerspectiveChallenges for Computational Intelligence | 1 Jan 2007
- Asymptotic Convergence Properties of Entropy Regularized Likelihood Learning on Finite Mixtures with Automatic Model SelectionAdvances in Neural Networks – ISNN 2007 | 1 Jan 2007
- Unsupervised Image Categorization Using Constrained Entropy-Regularized Likelihood Learning with Pairwise ConstraintsAdvances in Neural Networks – ISNN 2007 | 1 Jan 2007
- Unsupervised change detection in multitemporal SAR images using MRF modelsGeo-spatial Information Science, Vol. 10, No. 2 | 1 Jan 2007
- Speaker Recognition in Adverse Conditions2007 IEEE Aerospace Conference | 1 Jan 2007
- A Unified Perspective on Advances of Independent Subspaces: Basic, Temporal, and Local Structures2007 International Conference on Machine Learning and Cybernetics | 1 Jan 2007
- Parameter Estimation of a Signal Alongwith Non-Stationary Non-Gaussian NoiseIECON 2007 - 33rd Annual Conference of the IEEE Industrial Electronics Society | 1 Jan 2007
- Unsupervised change detection by multichannel SAR data fusion2007 IEEE International Geoscience and Remote Sensing Symposium | 1 Jan 2007
- A STATISTICAL WARNING MODEL OF TRANS-BOARDER HAZE DISASTER: WITH REFERENCE TO REGIME SWITCHING AND LONG MEMORYDoboku Gakkai Ronbunshuu D, Vol. 63, No. 4 | 1 Jan 2007
- Entropy Regularized Likelihood Learning on Gaussian Mixture: Two Gradient Implementations for Automatic Model SelectionNeural Processing Letters, Vol. 25, No. 1 | 25 October 2006
- Identification, Segmentation, and Image Property Study of Acute Infarcts in Diffusion-Weighted Images by Using a Probabilistic Neural Network and Adaptive Gaussian Mixture ModelAcademic Radiology, Vol. 13, No. 12 | 1 Dec 2006
- Mixture of Normal Distributions in Multivariate Null Intercept Measurement Error ModelJournal of Biopharmaceutical Statistics, Vol. 16, No. 6 | 5 December 2006
- An Information Theoretic Approach to Detection of Minority Subsets in DatabaseSixth International Conference on Data Mining (ICDM'06) | 1 Dec 2006
- A Comparative Study of IRT Fixed Parameter Calibration MethodsJournal of Educational Measurement, Vol. 43, No. 4 | 1 Dec 2006
- Automatic Segmentation of the Left Ventricle in Cardiac MR and CT ImagesInternational Journal of Computer Vision, Vol. 70, No. 2 | 1 Nov 2006
- SAR Images Despeckling Based on Bayesian Estimation and Fuzzy Shrinkage in Wavelet DomainsChinese Journal of Aeronautics, Vol. 19, No. 4 | 1 Nov 2006
- A comparison between feature-based and EM-based contour trackingImage and Vision Computing, Vol. 24, No. 11 | 1 Nov 2006
- Fast quantification of proton magnetic resonance spectroscopic imaging with artificial neural networksJournal of Magnetic Resonance, Vol. 183, No. 1 | 1 Nov 2006
- Evaluation of Fine Particle Number Concentrations in CMAQAerosol Science and Technology, Vol. 40, No. 11 | 1 Nov 2006
- A Markov random field image segmentation model for color textured imagesImage and Vision Computing, Vol. 24, No. 10 | 1 Oct 2006
- SAR Images Despeckling Based on Hidden Markov Mixture Model in the Wavelet Domain2006 CIE International Conference on Radar | 1 Oct 2006
- Modeling and Tracking of Transaction Flow Dynamics for Fault Detection in Complex SystemsIEEE Transactions on Dependable and Secure Computing, Vol. 3, No. 4 | 1 Oct 2006
- FCMAC-BYY: Fuzzy CMAC Using Bayesian Ying–Yang LearningIEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), Vol. 36, No. 5 | 1 Oct 2006
- Estimating mixtures of truncated exponentials in hybrid bayesian networksTest, Vol. 15, No. 2 | 1 Sep 2006
- Inference of discontinuity trace length distributions using statistical graphical modelsInternational Journal of Rock Mechanics and Mining Sciences, Vol. 43, No. 6 | 1 Sep 2006
- Hidden Markov Model for Defining Genomic Changes in Lung Cancer Using Gene Expression DataOMICS: A Journal of Integrative Biology, Vol. 10, No. 3 | 1 Sep 2006
- The IGMARP Data Fusion Algorithm2006 IEEE Nonlinear Statistical Signal Processing Workshop | 1 Sep 2006
- Off-Line and Real-Time ML-PDA Track ValidationOCEANS 2006 | 1 Sep 2006
- A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixtureIEEE Transactions on Image Processing, Vol. 15, No. 9 | 1 Sep 2006
- Estimation of Wood Fibre Length Distributions from Censored Data through an EM AlgorithmScandinavian Journal of Statistics, Vol. 33, No. 3 | 1 Sep 2006
- Convergence properties of a general algorithm for calculating variational Bayesian estimates for a normal mixture modelBayesian Analysis, Vol. 1, No. 3 | 1 Sep 2006
- BYY Harmony Learning on Finite Mixture: Adaptive Gradient Implementation and A Floating RPCL MechanismNeural Processing Letters, Vol. 24, No. 1 | 16 August 2006
- A predictive view of Bayesian clusteringJournal of Statistical Planning and Inference, Vol. 136, No. 8 | 1 Aug 2006
- An iterative algorithm for entropy regularized likelihood learning on Gaussian mixture with automatic model selectionNeurocomputing, Vol. 69, No. 13-15 | 1 Aug 2006
- Variational learning for Gaussian mixture modelsIEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), Vol. 36, No. 4 | 1 Aug 2006
- A system for textile design patterns retrieval. Part I: Design patterns extraction by adaptive and efficient color image segmentation methodJournal of the Textile Institute, Vol. 97, No. 4 | 1 Jul 2006
- Dependence patterns across financial markets: a mixed copula approachApplied Financial Economics, Vol. 16, No. 10 | 15 Jun 2006
- Unsupervised Change-Detection from Multi-Channel SAR DataProceedings of the 7th Nordic Signal Processing Symposium - NORSIG 2006 | 1 Jun 2006
- SAR amplitude probability density function estimation based on a generalized Gaussian modelIEEE Transactions on Image Processing, Vol. 15, No. 6 | 1 Jun 2006
- Semiparametric estimation of a two-component mixture modelThe Annals of Statistics, Vol. 34, No. 3 | 1 Jun 2006
- A Finite Mixture Model for Genotype and Environment Interactions: Detecting Latent Population HeterogeneityTwin Research and Human Genetics, Vol. 9, No. 3 | 21 February 2012
- Learning hybrid Bayesian networks using mixtures of truncated exponentialsInternational Journal of Approximate Reasoning, Vol. 42, No. 1-2 | 1 May 2006
- Characterizing and Approximating Infinite Scale Mixtures of NormalsCommunications in Statistics - Theory and Methods, Vol. 35, No. 3 | 1 Apr 2006
- Strain control of superlattice implies weak charge-lattice coupling in La0.5Ca0.5MnO3Physical Review B, Vol. 73, No. 13 | 3 April 2006
- Precise segmentation of multimodal imagesIEEE Transactions on Image Processing, Vol. 15, No. 4 | 1 Apr 2006
- Selection of generative models in classificationIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 28, No. 4 | 1 Apr 2006
- A Region-Based Image Fusion Method Using the Expectation-Maximization Algorithm2006 40th Annual Conference on Information Sciences and Systems | 1 Mar 2006
- Model-based Clustering of Binary Longitudinal Atopic Dermatitis Disease Histories by Latent Class Mixture ModelsBiometrical Journal, Vol. 48, No. 1 | 1 Feb 2006
- Dynamic clustering using particle swarm optimization with application in image segmentationPattern Analysis and Applications, Vol. 8, No. 4 | 24 November 2005
- Differential Log Likelihood for Evaluating and Learning Gaussian MixturesNeural Computation, Vol. 18, No. 2 | 1 Feb 2006
- Sparse Least Squares Support Vector Machine for Function EstimationAdvances in Neural Networks - ISNN 2006 | 1 Jan 2006
- A Gradient Entropy Regularized Likelihood Learning Algorithm on Gaussian Mixture with Automatic Model SelectionAdvances in Neural Networks - ISNN 2006 | 1 Jan 2006
- Unsupervised Image Segmentation Using an Iterative Entropy Regularized Likelihood Learning AlgorithmAdvances in Neural Networks - ISNN 2006 | 1 Jan 2006
- A Maximum Profit Coverage Algorithm with Application to Small Molecules Cluster IdentificationExperimental Algorithms | 1 Jan 2006
- A Generalized Competitive Learning Algorithm on Gaussian Mixture with Automatic Model SelectionRough Sets and Knowledge Technology | 1 Jan 2006
- Two Entropy-Based Methods for Learning Unsupervised Gaussian Mixture ModelsStructural, Syntactic, and Statistical Pattern Recognition | 1 Jan 2006
- Local Factor Analysis with Automatic Model Selection: A Comparative Study and Digits Recognition ApplicationArtificial Neural Networks – ICANN 2006 | 1 Jan 2006
- A Probabilistic Multi-phase Model for Variational Image SegmentationPattern Recognition | 1 Jan 2006
- Color Image Segmentation Through Unsupervised Gaussian Mixture ModelsAdvances in Artificial Intelligence - IBERAMIA-SBIA 2006 | 1 Jan 2006
- Fuzzy Probability C-Regression Estimation Based on Least Squares Support Vector MachineNeural Information Processing | 1 Jan 2006
- Accurate Extraction of Reciprocal Space Information from Transmission Electron Microscopy ImagesAdvances in Visual Computing | 1 Jan 2006
- Locality Preserving Projection on Source Code Metrics for Improved Software MaintainabilityAI 2006: Advances in Artificial Intelligence | 1 Jan 2006
- Recherche de zones homogènes dans l'ADNModèles aléatoires | 1 Jan 2006
- A Multiscale Self-growing Probabilistic Decision-Based Neural Network for Segmentation of SAR ImageryPRICAI 2006: Trends in Artificial Intelligence | 1 Jan 2006
- Classifiers Based on Bayes Decision TheoryPattern Recognition | 1 Jan 2006
- Chapter 18 Modeling Individual Earnings Trajectories Using Copulas: France, 1990–2002Structural Models of Wage and Employment Dynamics | 1 Jan 2006
- Asymptotic normality of an adaptive kernel density estimator for finite mixture modelsStatistics & Probability Letters, Vol. 76, No. 2 | 1 Jan 2006
- EBEM: An Entropy-based EM Algorithm for Gaussian Mixture Models18th International Conference on Pattern Recognition (ICPR'06) | 1 Jan 2006
- Multiple Human Objects Tracking in Crowded Scenes18th International Conference on Pattern Recognition (ICPR'06) | 1 Jan 2006
- Automated Model Selection (AMS) on Finite Mixtures: A Theoretical AnalysisThe 2006 IEEE International Joint Conference on Neural Network Proceedings | 1 Jan 2006
- Dictionary-based stochastic expectation-maximization for SAR amplitude probability density function estimationIEEE Transactions on Geoscience and Remote Sensing, Vol. 44, No. 1 | 1 Jan 2006
- Iterative joint source-channel decoding of speech spectrum parameters over an additive white Gaussian noise channelIEEE Transactions on Audio, Speech and Language Processing, Vol. 14, No. 1 | 1 Jan 2006
- Solving and Testing for Regressor-Error (in)Dependence When no Instrumental Variables are Available: With New Evidence for the Effect of Education on IncomeQuantitative Marketing and Economics, Vol. 3, No. 4 | 1 Dec 2005
- On the correct convergence of the EM algorithm for Gaussian mixturesPattern Recognition, Vol. 38, No. 12 | 1 Dec 2005
- Linear Unmixing of Multivariate ObservationsJournal of the American Statistical Association, Vol. 100, No. 472 | 1 Dec 2005
- Asymptotic convergence properties of the EM algorithm with respect to the overlap in the mixtureNeurocomputing, Vol. 68 | 1 Oct 2005
- Survey of maneuvering target tracking. part v: multiple-model methodsIEEE Transactions on Aerospace and Electronic Systems, Vol. 41, No. 4 | 1 Oct 2005
- Clustering a Global Field of Atmospheric Profiles by Mixture Decomposition of CopulasJournal of Atmospheric and Oceanic Technology, Vol. 22, No. 10 | 1 October 2005
- Multi-model fusion and error parameter estimationQuarterly Journal of the Royal Meteorological Society, Vol. 131, No. 613 | 1 Oct 2005
- Decomposing rhythmic hippocampal data to obtain neuronal correlatesJournal of Neuroscience Methods, Vol. 147, No. 2 | 1 Sep 2005
- Statistical Analysis of Network Traffic for Adaptive Faults DetectionIEEE Transactions on Neural Networks, Vol. 16, No. 5 | 1 Sep 2005
- Incremental Model-Based Clustering for Large Datasets With Small ClustersJournal of Computational and Graphical Statistics, Vol. 14, No. 3 | 1 January 2012
- Edgeworth-Expanded Gaussian Mixture Density ModelingNeural Computation, Vol. 17, No. 8 | 1 Aug 2005
- Speaker Normalization using Gaussian Mixture Model for Speaker Independent Speech RecognitionThe KIPS Transactions:PartB, Vol. 12B, No. 4 | 1 Aug 2005
- Inefficiency and heterogeneity in Turkish banking: 1990-2000Journal of Applied Econometrics, Vol. 20, No. 5 | 1 January 2005
- Consistency of Maximum Likelihood Estimators in Finite Mixture Models of the Union of W-type FamiliesCommunications in Statistics - Theory and Methods, Vol. 34, No. 7 | 1 Jul 2005
- Lloyd clustering of Gauss mixture models for image compression and classificationSignal Processing: Image Communication, Vol. 20, No. 5 | 1 Jun 2005
- Maximum weighted likelihood via rival penalized EM for density mixture clustering with automatic model selectionIEEE Transactions on Knowledge and Data Engineering, Vol. 17, No. 6 | 1 Jun 2005
- Identification of piecewise affine systems based on statistical clustering techniqueAutomatica, Vol. 41, No. 5 | 1 May 2005
- Estimation of linear mixed models with a mixture of distribution for the random effectsComputer Methods and Programs in Biomedicine, Vol. 78, No. 2 | 1 May 2005
- Density estimation by the penalized combinatorial methodJournal of Multivariate Analysis, Vol. 94, No. 1 | 1 May 2005
- Mixture density modeling, Kullback–Leibler divergence, and differential log-likelihoodSignal Processing, Vol. 85, No. 5 | 1 May 2005
- Condition Monitoring Using a Latent Process Model with an Application to Sheet Metal Stamping ProcessesJournal of Manufacturing Science and Engineering, Vol. 127, No. 2 | 25 April 2005
- PARTICLE SWARM OPTIMIZATION METHOD FOR IMAGE CLUSTERINGInternational Journal of Pattern Recognition and Artificial Intelligence, Vol. 19, No. 03 | 21 November 2011
- A discriminative 3D wavelet-based descriptors: Application to the recognition of human body posturesPattern Recognition Letters, Vol. 26, No. 5 | 1 Apr 2005
- Mixed Poisson DistributionsInternational Statistical Review, Vol. 73, No. 1 | 15 January 2007
- Numerical method for estimating multivariate conditional distributionsComputational Statistics, Vol. 20, No. 1 | 1 March 2005
- Reliability analysis of microarray data using fuzzy c-means and normal mixture modeling based classification methodsBioinformatics, Vol. 21, No. 5 | 16 September 2004
- Partially Supervised classification of remote sensing images through SVM-based probability density estimationIEEE Transactions on Geoscience and Remote Sensing, Vol. 43, No. 3 | 1 Mar 2005
- Companded quantization of speech MDCT coefficientsIEEE Transactions on Speech and Audio Processing, Vol. 13, No. 2 | 1 Mar 2005
- Speaker verification using sequence discriminant support vector machinesIEEE Transactions on Speech and Audio Processing, Vol. 13, No. 2 | 1 Mar 2005
- Adaptive Equalization for Frequency-Selective Channels of Unknown LengthIEEE Transactions on Vehicular Technology, Vol. 54, No. 2 | 1 Mar 2005
- Maximum Likelihood Topographic Map FormationNeural Computation, Vol. 17, No. 3 | 1 Mar 2005
- EM AlgorithmEncyclopedia of Biostatistics | 15 July 2005
- A cluster-based approach for detecting man-made objects and changes in imageryIEEE Transactions on Geoscience and Remote Sensing, Vol. 43, No. 2 | 1 Feb 2005
- Learning mixtures of separated nonspherical GaussiansThe Annals of Applied Probability, Vol. 15, No. 1A | 1 Feb 2005
- Heterogeneity in the likelihood of market advisory service use by U.S. crop producersAgribusiness, Vol. 21, No. 1 | 1 January 2005
- Classification of SAR Imagery Using Multiscale Self-organizing NetworkAdvances in Neural Networks – ISNN 2005 | 1 Jan 2005
- A Dynamic Merge-or-Split Learning Algorithm on Gaussian Mixture for Automated Model SelectionIntelligent Data Engineering and Automated Learning - IDEAL 2005 | 1 Jan 2005
- A Quantitative Categorization of Phonemic Dialect Features in ContextModeling and Using Context | 1 Jan 2005
- Modeling Context as Statistical DependenceModeling and Using Context | 1 Jan 2005
- Segmentation of SAR Image Using Mixture Multiscale ARMA NetworkAdvances in Natural Computation | 1 Jan 2005
- Improved Video Watermark Detection Using Statistically-Adaptive AccumulationKnowledge-Based Intelligent Information and Engineering Systems | 1 Jan 2005
- Variational Bayes Estimation of Mixing CoefficientsDeterministic and Statistical Methods in Machine Learning | 1 Jan 2005
- Boosting Classifiers for Music Genre ClassificationComputer and Information Sciences - ISCIS 2005 | 1 Jan 2005
- Retail Clients Latent SegmentsProgress in Artificial Intelligence | 1 Jan 2005
- Bayesian Modelling and Inference on Mixtures of DistributionsBayesian Thinking - Modeling and Computation | 1 Jan 2005
- An improvement to the DR clustering algorithmPattern Recognition Letters, Vol. 26, No. 1 | 1 Jan 2005
- USE OF FINITE MIXTURE DISTRIBUTION THEORY TO DETERMINE THE CRITERIA OF CADMIUM CONCENTRATIONS IN TAIWAN FARMLAND SOILSSoil Science, Vol. 170, No. 1 | 1 Jan 2005
- A5 problem solving paradigm: a unified perspective and new results on RHT computing, mixture based learning, and evidence combination2005 IEEE International Conference on Granular Computing | 1 Jan 2005
- An unsupervised learning approach to resolving the data imbalanced issue in supervised learning problems in functional genomicsFifth International Conference on Hybrid Intelligent Systems (HIS'05) | 1 Jan 2005
- Multi-frame image fusion using the expectation-maximization algorithm2005 7th International Conference on Information Fusion | 1 Jan 2005
- A unified model of GMRF and MOG for image segmentationIEEE International Conference on Image Processing 2005 | 1 Jan 2005
- Two Views for Methods of Fuzzy ClusteringJournal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol. 17, No. 4 | 1 Jan 2005
- On Some Hierarchical Clustering Algorithms Using Kernel FunctionsJournal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol. 17, No. 4 | 1 Jan 2005
- Stochastic spectral unmixing with enhanced endmember class separationApplied Optics, Vol. 43, No. 36 | 20 December 2004
- Prediction of lymph node metastasis and perineural invasion of biliary tract cancer by selected features from cDNA array data1Journal of Surgical Research, Vol. 122, No. 2 | 1 Dec 2004
- Automatic detection of change direction of multi-temporal ERS-2 SAR images using two-threshold EM and MRF algorithmsThe Imaging Science Journal, Vol. 52, No. 4 | 18 July 2013
- Prediction of lymph node metastasis by analysis of gene expression profiles in non-small cell lung cancer1Journal of Surgical Research, Vol. 122, No. 1 | 1 Nov 2004
- Unsupervised Learning of a Finite Mixture Model Based on the Dirichlet Distribution and Its ApplicationIEEE Transactions on Image Processing, Vol. 13, No. 11 | 1 Nov 2004
- Calibration procedure for a DOI detector of high resolution PET through a Gaussian mixture modelIEEE Transactions on Nuclear Science, Vol. 51, No. 5 | 1 Oct 2004
- A Second-Order Approximation to the Log-Likelihood Surface for Mixture Models, With Application to the EM AlgorithmJournal of Computational and Graphical Statistics, Vol. 13, No. 3 | 1 Sep 2004
- Identification of piecewise affine systems based on statistical clustering techniqueIFAC Proceedings Volumes, Vol. 37, No. 12 | 1 Aug 2004
- Time series clustering with ARMA mixturesPattern Recognition, Vol. 37, No. 8 | 1 Aug 2004
- Mixture density separation as a tool for high-quality interpretation of multi-source remote sensing data and related issuesInternational Journal of Remote Sensing, Vol. 25, No. 16 | 3 June 2010
- Fast Iterative Gene Clustering Based on Information Theoretic Criteria for Selecting the Cluster StructureJournal of Computational Biology, Vol. 11, No. 4 | 1 Aug 2004
- Bayesian wavelet shrinkage with edge detection for SAR image despecklingIEEE Transactions on Geoscience and Remote Sensing, Vol. 42, No. 8 | 1 Aug 2004
- Efficient disk-based K-means clustering for relational databasesIEEE Transactions on Knowledge and Data Engineering, Vol. 16, No. 8 | 1 Aug 2004
- Breakdown points for maximum likelihood estimators of location–scale mixturesThe Annals of Statistics, Vol. 32, No. 4 | 1 Aug 2004
- Style-based inverse kinematicsACM Transactions on Graphics, Vol. 23, No. 3 | 1 August 2004
- Drug risk assessment with determining the number of sub-populations under finite mixture normal modelsComputational Statistics & Data Analysis, Vol. 46, No. 4 | 1 Jul 2004
- Unsupervised and supervised exploitation of semantic domains in lexical disambiguationComputer Speech & Language, Vol. 18, No. 3 | 1 Jul 2004
- Posterior analysis of latent competing risk models by parallel temperingComputational Statistics & Data Analysis, Vol. 46, No. 3 | 1 Jun 2004
- Quantification of Variability and Uncertainty Using Mixture Distributions: Evaluation of Sample Size, Mixing Weights, and Separation Between ComponentsRisk Analysis, Vol. 24, No. 3 | 1 Jun 2004
- Gene-Expression Profile Changes Correlated with Tumor Progression and Lymph Node Metastasis in Esophageal CancerClinical Cancer Research, Vol. 10, No. 11 | 1 June 2004
- Hedging behavior in small and medium-sized enterprises: The role of unobserved heterogeneityJournal of Banking & Finance, Vol. 28, No. 5 | 1 May 2004
- On algorithms for restricted maximum likelihood estimationComputational Statistics & Data Analysis, Vol. 45, No. 2 | 1 Mar 2004
- A Note on Density Model Size TestingIEEE Transactions on Information Theory, Vol. 50, No. 3 | 1 Mar 2004
- Unsupervised learning of an atlas from unlabeled point-setsIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 26, No. 2 | 1 Feb 2004
- Optimal noise removal using an adaptive Wiener filter based on a locally stationary Gaussian mixture distribution model for imagesElectronics and Communications in Japan (Part III: Fundamental Electronic Science), Vol. 87, No. 1 | 11 September 2003
- Incremental Mixture Learning for Clustering Discrete DataMethods and Applications of Artificial Intelligence | 1 Jan 2004
- Developing a Data Driven System for Computational NeuroscienceComputational Science - ICCS 2004 | 1 Jan 2004
- Automating Microscope Colour Image Analysis Using the Expectation Maximisation AlgorithmPattern Recognition | 1 Jan 2004
- Two Further Gradient BYY Learning Rules for Gaussian Mixture with Automated Model SelectionIntelligent Data Engineering and Automated Learning – IDEAL 2004 | 1 Jan 2004
- Assessment of Reliability of Microarray Data Using Fuzzy C-Means ClassificationNeural Information Processing | 1 Jan 2004
- Bayesian Ying Yang Learning (I): A Unified Perspective for Statistical ModelingIntelligent Technologies for Information Analysis | 1 Jan 2004
- Bayesian Ying Yang Learning (II): A New Mechanism for Model Selection and RegularizationIntelligent Technologies for Information Analysis | 1 Jan 2004
- Estimation of Probability DensitiesStochastic Processes | 1 Jan 2004
- A method of gender classification by integrating facial, hairstyle, and clothing imagesProceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. | 1 Jan 2004
- A probabilistic approach to learning costs for graph edit distanceProceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. | 1 Jan 2004
- Expectation-maximization for a linear combination of GaussiansProceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. | 1 Jan 2004
- Range image segmentation based on split-merge clusteringProceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. | 1 Jan 2004
- Hybrid HMM/SVM model for the analysis and segmentation of teleoperation tasksIEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004 | 1 Jan 2004
- Clustered Components Analysis for Functional MRIIEEE Transactions on Medical Imaging, Vol. 23, No. 1 | 1 Jan 2004
- A Temporally Adaptive Classifier for Multispectral ImageryIEEE Transactions on Neural Networks, Vol. 15, No. 1 | 1 Jan 2004
- Blind Detection of Synchronous CDMA in Non-Gaussian ChannelsIEEE Transactions on Signal Processing, Vol. 52, No. 1 | 1 Jan 2004
- Quantal analysis based on density estimationJournal of Neuroscience Methods, Vol. 130, No. 2 | 1 Dec 2003
- Parameter estimation: known vector signals in unknown Gaussian noisePattern Recognition, Vol. 36, No. 10 | 1 Oct 2003
- Testing for outliers from a mixture distribution when some data are missingComputational Statistics & Data Analysis, Vol. 44, No. 1-2 | 1 Oct 2003
- An approach to simple bargaining games and related problemsJournal of Statistical Planning and Inference, Vol. 116, No. 2 | 1 Oct 2003
- Gaussian sum particle filteringIEEE Transactions on Signal Processing, Vol. 51, No. 10 | 1 Oct 2003
- EM algorithms for Gaussian mixtures with split-and-merge operationPattern Recognition, Vol. 36, No. 9 | 1 Sep 2003
- SVM regression through variational methods and its sequential implementationNeurocomputing, Vol. 55, No. 1-2 | 1 Sep 2003
- Improved Expectation and Maximization via a New Method for Initial ValuesJournal of Korean Institute of Intelligent Systems, Vol. 13, No. 4 | 1 Aug 2003
- Quantitative Trait Loci in Inbred LinesHandbook of Statistical Genetics | 15 July 2004
- Class conditional density estimation using mixtures with constrained component sharingIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25, No. 7 | 1 Jul 2003
- An estimation of software reliability models based on EM algorithmElectronics and Communications in Japan (Part III: Fundamental Electronic Science), Vol. 86, No. 6 | 4 February 2003
- A wavelet-based approximation of surface coil sensitivity profiles for correction of image intensity inhomogeneity and parallel imaging reconstructionHuman Brain Mapping, Vol. 19, No. 2 | 21 May 2003
- Data smoothing regularization, multi-sets-learning, and problem solving strategiesNeural Networks, Vol. 16, No. 5-6 | 1 Jun 2003
- A unified non-rigid feature registration method for brain mappingMedical Image Analysis, Vol. 7, No. 2 | 1 Jun 2003
- Pedestrian registration in static images with unconstrained backgroundPattern Recognition, Vol. 36, No. 4 | 1 Apr 2003
- BYY learning, regularized implementation, and model selection on modular networks with one hidden layer of binary unitsNeurocomputing, Vol. 51 | 1 Apr 2003
- Fitting a Mixture Distribution to a Variable Subject to Heteroscedastie Measurement ErrorsComputational Statistics, Vol. 18, No. 1 | 4 November 2019
- Do singular values contain adequate information for face recognition?Pattern Recognition, Vol. 36, No. 3 | 1 Mar 2003
- Using novelty detection to identify abnormalities caused by mean shifts in bivariate processesComputers & Industrial Engineering, Vol. 44, No. 3 | 1 Mar 2003
- Segmentation of carpal bones from CT images using skeletally coupled deformable modelsMedical Image Analysis, Vol. 7, No. 1 | 1 Mar 2003
- The α-EM algorithm: surrogate likelihood maximization using α-logarithmic information measuresIEEE Transactions on Information Theory, Vol. 49, No. 3 | 1 Mar 2003
- Robust estimation of ultrasound pulses using outlier-resistant de-noisingIEEE Transactions on Medical Imaging, Vol. 22, No. 3 | 1 Mar 2003
- PDF optimized parametric vector quantization of speech line spectral frequenciesIEEE Transactions on Speech and Audio Processing, Vol. 11, No. 2 | 1 Mar 2003
- Penalized Maximum Likelihood Estimator for Normal MixturesScandinavian Journal of Statistics, Vol. 30, No. 1 | 1 Mar 2003
- Degeneracy in the maximum likelihood estimation of univariate Gaussian mixtures with EMStatistics & Probability Letters, Vol. 61, No. 4 | 1 Feb 2003
- An algorithm for data-driven bandwidth selectionIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25, No. 2 | 1 Feb 2003
- Nonparametric estimation of component distributions in a multivariate mixtureThe Annals of Statistics, Vol. 31, No. 1 | 1 Feb 2003
- Inference Using Latent Variables for Mixtures of Distributions for Censored Data with Partial IdentificationCommunications in Statistics - Theory and Methods, Vol. 32, No. 4 | 4 Jan 2003
- Detecting abnormal process trends by wavelet-domain hidden Markov modelsAIChE Journal, Vol. 49, No. 1 | 1 January 2006
- On the Number of Modes of a Gaussian MixtureScale Space Methods in Computer Vision | 24 June 2003
- An Entropy Maximization Approach to Optimal Model Selection in Gaussian MixturesProgress in Pattern Recognition, Speech and Image Analysis | 1 Jan 2003
- Compact Mapping in Plane-Parallel Environments Using Stereo VisionProgress in Pattern Recognition, Speech and Image Analysis | 1 Jan 2003
- L 1-Space Based Models for Clustering and Regression: Fuzzy Clustering and Mixture DensitiesRough Set Theory and Granular Computing | 1 Jan 2003
- Partition Cardinality Estimation in Image RepositoriesMining Multimedia and Complex Data | 1 Jan 2003
- Rule Discovery and Probabilistic Modeling for Onomastic DataKnowledge Discovery in Databases: PKDD 2003 | 1 Jan 2003
- ConclusionHandwriting Recognition | 1 Jan 2003
- Statistical Language ModellingText- and Speech-Triggered Information Access | 1 Jan 2003
- Model-based varying pose face detection and facial feature registration in colour imagesPattern Recognition Letters, Vol. 24, No. 1-3 | 1 Jan 2003
- Asymptotic properties of the EM algorithm estimate for normal mixture models with component specific variancesComputational Statistics & Data Analysis, Vol. 41, No. 3-4 | 1 Jan 2003
- Unicité dans la méthode des moments pour les mélanges de deux distributions normalesComptes Rendus Mathematique, Vol. 336, No. 1 | 1 Jan 2003
- Classification of SAR images using a general and tractable multiplicative modelInternational Journal of Remote Sensing, Vol. 24, No. 18 | 13 May 2010
- Parametric estimation of Dempster-Shafer belief functionsSixth International Conference of Information Fusion, 2003. Proceedings of the | 1 Jan 2003
- Spectral pattern recognition with regularized Gaussian classifierInternational Conference on Neural Networks and Signal Processing, 2003. Proceedings of the 2003 | 1 Jan 2003
- Bounded support gaussian mixture modeling of speech spectraIEEE Transactions on Speech and Audio Processing, Vol. 11, No. 1 | 1 Jan 2003
- Efficiencies and Unobserved Heterogeneity in Turkish Banking: 1990-2000SSRN Electronic Journal | 1 Jan 2003
- Hedging Behavior in Small and Medium-sized Enterprises: The Role of Unobserved HeterogeneitySSRN Electronic Journal | 1 Jan 2003
- Image Fusion Using the Expectation-Maximization Algorithm and a Gaussian Mixture ModelMultisensor Surveillance Systems | 1 Jan 2003
- Comparison of the Performance of Center-Based Clustering AlgorithmsAdvances in Knowledge Discovery and Data Mining | 30 April 2003
- Using noise signature to optimize spike-sorting and to assess neuronal classification qualityJournal of Neuroscience Methods, Vol. 122, No. 1 | 1 Dec 2002
- Joint-MAP Bayesian tomographic reconstruction with a gamma-mixture priorIEEE Transactions on Image Processing, Vol. 11, No. 12 | 1 Dec 2002
- Image coding using transform vector quantization with training set synthesisSignal Processing, Vol. 82, No. 11 | 1 Nov 2002
- BYY harmony learning, structural RPCL, and topological self-organizing on mixture modelsNeural Networks, Vol. 15, No. 8-9 | 1 Oct 2002
- Bearings-only target motion analysis with acoustic propagation models of uncertain fidelityIEEE Transactions on Aerospace and Electronic Systems, Vol. 38, No. 4 | 1 Oct 2002
- FUZZY C-MEANS AND MIXTURE DISTRIBUTION MODELS IN THE PRESENCE OF NOISE CLUSTERSInternational Journal of Image and Graphics, Vol. 02, No. 04 | 20 November 2011
- Extraction of 2D motion trajectories and its application to hand gesture recognitionIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, No. 8 | 1 Aug 2002
- Gaussian mixture parameter estimation with known means and unknown class-dependent variancesPattern Recognition, Vol. 35, No. 7 | 1 Jul 2002
- Solving weak transduction with EMRobotics and Autonomous Systems, Vol. 39, No. 3-4 | 1 Jun 2002
- Hidden Markov processesIEEE Transactions on Information Theory, Vol. 48, No. 6 | 1 Jun 2002
- A NEW INTEGRATED CLUSTERING ALGORITHM GFC AND SWITCHING REGRESSIONSInternational Journal of Pattern Recognition and Artificial Intelligence, Vol. 16, No. 04 | 21 November 2011
- Bimodality of Theta Phase Precession in Hippocampal Place Cells in Freely Running RatsJournal of Neurophysiology, Vol. 87, No. 6 | 1 Jun 2002
- Low complexity recursive coding of spectrum parametersIEEE International Conference on Acoustics Speech and Signal Processing | 1 May 2002
- Newton type optimization for Maximum Likelihood blur identification and restorationIEEE International Conference on Acoustics Speech and Signal Processing | 1 May 2002
- Cluster number selection for a small set of samples using the Bayesian Ying-Yang modelIEEE Transactions on Neural Networks, Vol. 13, No. 3 | 1 May 2002
- AANN: an alternative to GMM for pattern recognitionNeural Networks, Vol. 15, No. 3 | 1 Apr 2002
- An adaptive semiparametric and context-based approach to unsupervised change detection in multitemporal remote-sensing imagesIEEE Transactions on Image Processing, Vol. 11, No. 4 | 1 Apr 2002
- Statistical Pattern Recognition for Labeling Solar Active Regions: Application to SOHO /MDI ImageryThe Astrophysical Journal, Vol. 568, No. 1 | 20 Mar 2002
- Model-Based clustering for cross-sectional time series dataJournal of Agricultural, Biological, and Environmental Statistics, Vol. 7, No. 1 | 1 Mar 2002
- Stochastic Model Based Image AnalysisSignal Processing for Magnetic Resonance Imaging and Spectroscopy | 9 November 2009
- Nonlinear backprojection for tomographic reconstructionIEEE Transactions on Nuclear Science, Vol. 49, No. 1 | 1 Feb 2002
- On the inappropriateness of an EM algorithm based procedure for blinded sample size re-estimationStatistics in Medicine, Vol. 21, No. 2 | 1 January 2001
- Mining Dependence Structures from Statistical Learning PerspectiveIntelligent Data Engineering and Automated Learning — IDEAL 2002 | 20 August 2002
- Data Association and Multitarget TrackingMultisensor Fusion | 1 Jan 2002
- Likelihood Analysis and Flexible Structural Modeling for Measurement Error Model RegressionJournal of Statistical Computation and Simulation, Vol. 72, No. 1 | 1 Jan 2002
- Maximum likelihood estimation using the empirical fisher information matrixJournal of Statistical Computation and Simulation, Vol. 72, No. 8 | 1 Jan 2002
- Research on correct convergence of the EM algorithm for Gaussian mixturesProceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02. | 1 Jan 2002
- SAR speckle reduction using wavelet denoising and Markov random field modelingIEEE Transactions on Geoscience and Remote Sensing, Vol. 40, No. 10 | 1 Jan 2002
- FREMProceedings of the eleventh international conference on Information and knowledge management - CIKM '02 | 1 Jan 2002
- Effect of slice orientation on reproducibility of fMRI motor activation at 3 TeslaMagnetic Resonance Imaging, Vol. 19, No. 10 | 1 Dec 2001
- An adaptive classifier design for high-dimensional data analysis with a limited training data setIEEE Transactions on Geoscience and Remote Sensing, Vol. 39, No. 12 | 1 Dec 2001
- A Component-Wise EM Algorithm for MixturesJournal of Computational and Graphical Statistics, Vol. 10, No. 4 | 1 Dec 2001
- Determining the number of components in mixtures of linear modelsComputational Statistics & Data Analysis, Vol. 38, No. 1 | 1 Nov 2001
- Clustering in image space for place recognition and visual annotations for human-robot interactionIEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), Vol. 31, No. 5 | 1 Oct 2001
- Likelihood maximization for list-mode emission tomographic image reconstructionIEEE Transactions on Medical Imaging, Vol. 20, No. 10 | 1 Oct 2001
- Consistent estimation of mixture complexityThe Annals of Statistics, Vol. 29, No. 5 | 1 Oct 2001
- Categorization of Image Databases for Efficient Retrieval Using Robust Mixture DecompositionComputer Vision and Image Understanding, Vol. 83, No. 3 | 1 Sep 2001
- Dealing with missing data: Part IIChemometrics and Intelligent Laboratory Systems, Vol. 58, No. 1 | 1 Sep 2001
- Multispace KL for pattern representation and classificationIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 23, No. 9 | 1 Sep 2001
- Shared kernel models for class conditional density estimationIEEE Transactions on Neural Networks, Vol. 12, No. 5 | 1 Sep 2001
- Stochastic Neural Networks With Applications to Nonlinear Time SeriesJournal of the American Statistical Association, Vol. 96, No. 455 | 1 Sep 2001
- Eavesdropping in the synchronous CDMA channel: an EM-based approachIEEE Transactions on Signal Processing, Vol. 49, No. 8 | 1 Aug 2001
- An Introduction to Coding Theory and the Two-Part Minimum Description Length PrincipleInternational Statistical Review, Vol. 69, No. 2 | 1 Aug 2001
- The use of mixture models for identifying high risks in disease mappingStatistics in Medicine, Vol. 20, No. 13 | 1 January 2001
- Habitual and Occasional Lobbyers in the U.S. Steel Industry: An Em Algorithm Pooling ApproachEconomic Inquiry, Vol. 39, No. 3 | 1 Jul 2001
- BYY harmony learning, independent state space, and generalized APT financial analysesIEEE Transactions on Neural Networks, Vol. 12, No. 4 | 1 Jul 2001
- Bayesian tree-structured image modeling using wavelet-domain hidden Markov modelsIEEE Transactions on Image Processing, Vol. 10, No. 7 | 1 Jul 2001
- Recursive coding of spectrum parametersIEEE Transactions on Speech and Audio Processing, Vol. 9, No. 5 | 1 Jul 2001
- Magnetic resonance image analysis by information theoretic criteria and stochastic site modelsIEEE Transactions on Information Technology in Biomedicine, Vol. 5, No. 2 | 1 Jun 2001
- A new approach for spectral feature extraction and for unsupervised classification of hyperspectral data based on the Gaussian mixture modelRemote Sensing Reviews, Vol. 20, No. 2 | 1 May 2001
- Efficient source adaptivity in independent component analysisIEEE Transactions on Neural Networks, Vol. 12, No. 3 | 1 May 2001
- Stochastic Organization of Output Codes in Multiclass Learning ProblemsNeural Computation, Vol. 13, No. 5 | 1 May 2001
- Probability density estimation using artificial neural networksComputer Physics Communications, Vol. 135, No. 2 | 1 Apr 2001
- A Bayesian analysis of finite mixtures in the LISREL modelPsychometrika, Vol. 66, No. 1 | 1 Mar 2001
- Self-organizing mixture networks for probability density estimationIEEE Transactions on Neural Networks, Vol. 12, No. 2 | 1 Mar 2001
- Semiparametric Maximum Likelihood for Measurement Error Model RegressionBiometrics, Vol. 57, No. 1 | 24 May 2004
- Use of mutation spectra analysis softwareHuman Mutation, Vol. 17, No. 2 | 1 January 2001
- Best Harmony, Unified RPCL and Automated Model Selection for Unsupervised and Supervised Learning on Gaussian Mixtures, Three-Layer Nets and ME-RBF-SVM ModelsInternational Journal of Neural Systems, Vol. 11, No. 01 | 21 November 2011
- MULTILINGUAL MACHINE PRINTED OCRInternational Journal of Pattern Recognition and Artificial Intelligence, Vol. 15, No. 01 | 21 November 2011
- Spatial Scan Density EstimatesTechnometrics, Vol. 43, No. 1 | 1 Feb 2001
- K-Harmonic Means -A Spatial Clustering Algorithm with BoostingTemporal, Spatial, and Spatio-Temporal Data Mining | 16 March 2001
- Combining Edge, Region, and Shape Information to Segment the Left Ventricle in Cardiac MR ImagesMedical Image Computing and Computer-Assisted Intervention – MICCAI 2001 | 5 October 2001
- Fuzzy c-Means and Mixture Distribution Model for Clustering Based on L 1– SpaceNew Frontiers in Artificial Intelligence | 18 December 2001
- Detection of Microcalcifications in Mammograms by the Combination of a Neural Detector and Multiscale Feature EnhancementBio-Inspired Applications of Connectionism | 12 June 2001
- An Overview on Unsupervised Learning from Data Mining PerspectiveAdvances in Self-Organising Maps | 1 Jan 2001
- Unsupervised Image Segmentation Using a Telegraph Parameterization of Pickard Random FieldSpatial Statistics: Methodological Aspects and Applications | 1 Jan 2001
- Factorized EM Algorithm for Mixture EstimationArtificial Neural Nets and Genetic Algorithms | 1 Jan 2001
- Mixture modelling of recurrent event times with long-term survivors: Analysis of Hutterite birth intervalsStatistical Methods & Applications, Vol. 10, No. 1-3 | 1 Jan 2001
- Ch. 5. Reliability and hazard based on finite mixture modelsAdvances in Reliability | 1 Jan 2001
- Bayesian self-organising map for Gaussian mixturesIEE Proceedings - Vision, Image, and Signal Processing, Vol. 148, No. 4 | 1 Jan 2001
- Bayesian prediction based on finite mixtures of lomax components model and type i censoringStatistics, Vol. 35, No. 3 | 1 Jan 2001
- A new method for mining regression classes in large data setsIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 23, No. 1 | 1 Jan 2001
- Bayesian Inference for Finite Mixtures in Confirmatory Factor AnalysisBehaviormetrika, Vol. 28, No. 1 | 1 January 2001
- Maximum likelihood estimation of latent interaction effects with the LMS methodPsychometrika, Vol. 65, No. 4 | 1 Dec 2000
- Maximum-likelihood array processing in non-Gaussian noise with Gaussian mixturesIEEE Transactions on Signal Processing, Vol. 48, No. 12 | 1 Dec 2000
- Asymptotic Convergence Rate of the EM Algorithm for Gaussian MixturesNeural Computation, Vol. 12, No. 12 | 1 Dec 2000
- A Bayesian Approach to Finite Mixture Models in Bioassay via Data Augmentation and Gibbs Sampling and Its Application to Insecticide ResistanceBiometrics, Vol. 56, No. 4 | 24 May 2004
- The ?-EM algorithm and its basic propertiesSystems and Computers in Japan, Vol. 31, No. 11 | 1 January 2000
- Extremal problems on probability distributionsMathematical and Computer Modelling, Vol. 32, No. 7-8 | 1 Oct 2000
- The coding ecology: image coding via competition among expertsIEEE Transactions on Circuits and Systems for Video Technology, Vol. 10, No. 7 | 1 Oct 2000
- The EM/MPM algorithm for segmentation of textured images: analysis and further experimental resultsIEEE Transactions on Image Processing, Vol. 9, No. 10 | 1 Oct 2000
- Application of a Mixed Normal Mixture Model for the Estimation of Mastitis-Related ParametersJournal of Dairy Science, Vol. 83, No. 10 | 1 Oct 2000
- A Closer Look at Weighted Likelihood in the Context of MixturesProbability and Statistical Models with Applications | 1 February 2010
- Probability density estimation using incomplete dataISA Transactions, Vol. 39, No. 4 | 1 Sep 2000
- High-performance liquid chromatographic determination of the riboflavin concentration in white wines for predicting their resistance to lightJournal of Chromatography A, Vol. 888, No. 1-2 | 1 Aug 2000
- LAFTER: a real-time face and lips tracker with facial expression recognitionPattern Recognition, Vol. 33, No. 8 | 1 Aug 2000
- Efficient algorithms for sequence detection in non-Gaussian noise with intersymbol interferenceIEEE Transactions on Communications, Vol. 48, No. 8 | 1 Aug 2000
- Discriminant-function-based minimum recognition error rate pattern-recognition approach to speech recognitionProceedings of the IEEE, Vol. 88, No. 8 | 1 Aug 2000
- On adaptive decision rules and decision parameter adaptation for automatic speech recognitionProceedings of the IEEE, Vol. 88, No. 8 | 1 Aug 2000
- Learning mixture models using a genetic version of the EM algorithmPattern Recognition Letters, Vol. 21, No. 8 | 1 Jul 2000
- Codominant Analysis of Banding Data From a Dominant Marker System by Normal MixturesGenetics, Vol. 155, No. 3 | 1 July 2000
- Assessing a mixture model for clustering with the integrated completed likelihoodIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 22, No. 7 | 1 Jul 2000
- Temporal updating scheme for probabilistic neural network with application to satellite cloud classificationIEEE Transactions on Neural Networks, Vol. 11, No. 4 | 1 Jul 2000
- An adaptive receiver with an antenna array for channels with correlated non-Gaussian interference and noise using the SAGE algorithmIEEE Transactions on Signal Processing, Vol. 48, No. 7 | 1 Jul 2000
- Vector quantization based on Gaussian mixture modelsIEEE Transactions on Speech and Audio Processing, Vol. 8, No. 4 | 1 Jul 2000
- An empirical analysis of earnings dynamics among men in the PSID: 1968–1989Journal of Econometrics, Vol. 96, No. 2 | 1 Jun 2000
- Risk Assessment for Quantitative Responses Using a Mixture ModelBiometrics, Vol. 56, No. 2 | 24 May 2004
- The area proportion distribution?relationship with the internal structure of mixels and its application to image classificationSystems and Computers in Japan, Vol. 31, No. 5 | 1 May 2000
- On the asymptotic normality of hierarchical mixtures-of-experts for generalized linear modelsIEEE Transactions on Information Theory, Vol. 46, No. 3 | 1 May 2000
- Automatic analysis of the difference image for unsupervised change detectionIEEE Transactions on Geoscience and Remote Sensing, Vol. 38, No. 3 | 1 May 2000
- Comparison of time-frequency estimators for peripheral embolus detectionUltrasound in Medicine & Biology, Vol. 26, No. 3 | 1 Mar 2000
- Discrete Markov image modeling and inference on the quadtreeIEEE Transactions on Image Processing, Vol. 9, No. 3 | 1 Mar 2000
- Estimation of generalized mixture in the case of correlated sensorsIEEE Transactions on Image Processing, Vol. 9, No. 2 | 1 Feb 2000
- The Moments of the Mixel Distribution and Its Application to Statistical Image ClassificationAdvances in Pattern Recognition | 21 December 2000
- Robust ClusteringData Analysis | 1 Jan 2000
- Methods in Hard and Fuzzy ClusteringSoft Computing and Human-Centered Machines | 1 Jan 2000
- Model fitting for sequences of imagesComputational Statistics & Data Analysis, Vol. 32, No. 3-4 | 1 Jan 2000
- On Recursive Estimation in Incomplete Data ModelsStatistics, Vol. 34, No. 1 | 1 Jan 2000
- Robust parameter estimation for mixture modelIEEE Transactions on Geoscience and Remote Sensing, Vol. 38, No. 1 | 1 Jan 2000
- Statistical models of video structure for content analysis and characterizationIEEE Transactions on Image Processing, Vol. 9, No. 1 | 1 Jan 2000
- Identifying health inequalities using artificial neural networks (WHO data)Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium | 1 Jan 2000
- A probabilistic RBF network for classificationProceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium | 1 Jan 2000
- EM Algorithm : Application to Clustering and Recent DevelopmentJournal of Japan Society for Fuzzy Theory and Systems, Vol. 12, No. 5 | 1 Jan 2000
- Maximum Likelihood DetectionWiley Encyclopedia of Electrical and Electronics Engineering | 27 December 1999
- On the identifiability of mixtures-of-expertsNeural Networks, Vol. 12, No. 9 | 1 Nov 1999
- A possible neurophysiological basis of the octave enlargement effectThe Journal of the Acoustical Society of America, Vol. 106, No. 5 | 1 Nov 1999
- Managing fisheries using genetic data: case studies from four species of Pacific salmonFisheries Research, Vol. 43, No. 1-3 | 1 Oct 1999
- An adaptive segmentation and 3-D visualisation of the lungsPattern Recognition Letters, Vol. 20, No. 9 | 1 Sep 1999
- Modeling Uncertainty in Latent Class Membership: A Case Study in CriminologyJournal of the American Statistical Association, Vol. 94, No. 447 | 1 Sep 1999
- An adaptive spatial diversity receiver for non-Gaussian interference and noiseIEEE Transactions on Signal Processing, Vol. 47, No. 8 | 1 Aug 1999
- A kurtosis-based dynamic approach to Gaussian mixture modelingIEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, Vol. 29, No. 4 | 1 Jul 1999
- Detection of random transient signals via hyperparameter estimationIEEE Transactions on Signal Processing, Vol. 47, No. 7 | 1 Jul 1999
- Asymptotical optimality in cluster analysisApplied Stochastic Models and Data Analysis, Vol. 15, No. 1 | 1 Mar 1999
- A comparison of Gaussian and Pearson mixture modeling for pattern recognition and computer vision applicationsPattern Recognition Letters, Vol. 20, No. 3 | 1 Mar 1999
- Tracking colour objects using adaptive mixture modelsImage and Vision Computing, Vol. 17, No. 3-4 | 1 Mar 1999
- Spectrogram analysis of arterial Doppler signals for off-line automated HITS detectionUltrasound in Medicine & Biology, Vol. 25, No. 3 | 1 Mar 1999
- Segmentation of textured images using a multiresolution Gaussian autoregressive modelIEEE Transactions on Image Processing, Vol. 8, No. 3 | 1 Mar 1999
- Outlier detection from a mixture distribution when training data are unlabeledBulletin of the Seismological Society of America, Vol. 89, No. 1 | 1 February 1999
- Registration of Cortical Anatomical Structures via Robust 3D Point MatchingInformation Processing in Medical Imaging | 25 June 1999
- Four c-Regression Methods and Classification FunctionsNew Directions in Rough Sets, Data Mining, and Granular-Soft Computing | 1 Jan 1999
- Self-Organising Maps for Pattern RecognitionKohonen Maps | 1 Jan 1999
- Simulation-based methods for blind maximum-likelihood filter identificationSignal Processing, Vol. 73, No. 1-2 | 1 Jan 1999
- A linear least squares algorithm for bearings-only target motion analysis1999 IEEE Aerospace Conference. Proceedings (Cat. No.99TH8403) | 1 Jan 1999
- Cramer-Rao lower bounds for atomic decomposition1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258) | 1 Jan 1999
- Transient detection using a homogeneity test1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258) | 1 Jan 1999
- Unsupervised image classification with a hierarchical EM algorithmProceedings of the Seventh IEEE International Conference on Computer Vision | 1 Jan 1999
- A video text extraction method for character recognitionProceedings of the Fifth International Conference on Document Analysis and Recognition. ICDAR '99 (Cat. No.PR00318) | 1 Jan 1999
- Classification of incomplete feature vectors by radial basis function networksPattern Recognition Letters, Vol. 19, No. 14 | 1 Dec 1998
- Data mapping by probabilistic modular networks and information-theoretic criteriaIEEE Transactions on Signal Processing, Vol. 46, No. 12 | 1 Dec 1998
- Minimum Hellinger distance estimation for Poisson mixturesComputational Statistics & Data Analysis, Vol. 29, No. 1 | 1 Nov 1998
- Maximum likelihood estimation for failure analysis [IC yield]IEEE Transactions on Semiconductor Manufacturing, Vol. 11, No. 4 | 1 Nov 1998
- Efficient training algorithms for HMMs using incremental estimationIEEE Transactions on Speech and Audio Processing, Vol. 6, No. 6 | 1 Nov 1998
- Parameter estimation for autoregressive Gaussian-mixture processes: the EMAX algorithmIEEE Transactions on Signal Processing, Vol. 46, No. 10 | 1 Oct 1998
- Quantification and segmentation of brain tissues from MR images: a probabilistic neural network approachIEEE Transactions on Image Processing, Vol. 7, No. 8 | 1 Aug 1998
- Recursive dimensionality reduction using Fisher’s linear discriminantPattern Recognition, Vol. 31, No. 7 | 1 Jul 1998
- Computation of the NPMLE of distribution functions for interval censored and truncated data with applications to the Cox modelComputational Statistics & Data Analysis, Vol. 28, No. 1 | 1 Jul 1998
- Hierarchical adaptive Kalman filtering for interplanetary orbit determinationIEEE Transactions on Aerospace and Electronic Systems, Vol. 34, No. 3 | 1 Jul 1998
- Averaging, maximum penalized likelihood and Bayesian estimation for improving Gaussian mixture probability density estimatesIEEE Transactions on Neural Networks, Vol. 9, No. 4 | 1 Jul 1998
- Connections between fuzzy theory, simulated annealing, and convex dualityFuzzy Sets and Systems, Vol. 96, No. 3 | 1 Jun 1998
- Geometric motion segmentation and model selectionPhilosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences, Vol. 356, No. 1740 | 15 May 1998
- Discrete Multivariate DistributionsTechnometrics, Vol. 40, No. 2 | 1 May 1998
- Error bounds for functional approximation and estimation using mixtures of expertsIEEE Transactions on Information Theory, Vol. 44, No. 3 | 1 May 1998
- Learning string-edit distanceIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 5 | 1 May 1998
- Soft vector quantization and the EM algorithmNeural Networks, Vol. 11, No. 3 | 1 Apr 1998
- Wavelet-based statistical signal processing using hidden Markov modelsIEEE Transactions on Signal Processing, Vol. 46, No. 4 | 1 Apr 1998
- Estimating state probability distributions from noisy and corrupted dataAIChE Journal, Vol. 44, No. 3 | 1 January 2006
- Hybrid interior point training of modular neural networksNeural Networks, Vol. 11, No. 2 | 1 Mar 1998
- Detecting Features in Spatial Point Processes with Clutter via Model-Based ClusteringJournal of the American Statistical Association, Vol. 93, No. 441 | 1 Mar 1998
- Novel methods for subset selection with respect to problem knowledgeIEEE Intelligent Systems, Vol. 13, No. 2 | 1 Mar 1998
- Continuous probabilistic transform for voice conversionIEEE Transactions on Speech and Audio Processing, Vol. 6, No. 2 | 1 Mar 1998
- Generalization of the EM algorithm for mixture density estimationPattern Recognition Letters, Vol. 19, No. 2 | 1 Feb 1998
- Cluster validation for unsupervised stochastic model-based image segmentationIEEE Transactions on Image Processing, Vol. 7, No. 2 | 1 Feb 1998
- Increasing efficiency from censored survival data by using random effects to model longitudinal covariatesStatistical Methods in Medical Research, Vol. 7, No. 1 | 2 July 2016
- EM Algorithm: A Neural Network ViewNeural Nets WIRN VIETRI-97 | 1 Jan 1998
- Feature Selection and Classification by a Modified Model with Latent StructureDealing with Complexity | 1 Jan 1998
- Supervised Semantic Object Segmentation and Tracking via EM-based Estimation of Mixture Density ParametersNoblesse Workshop on Non-Linear Model Based Image Analysis | 1 Jan 1998
- Automatic neural generalized font identificationICANN 98 | 2 July 2013
- Parametric Density Estimation for the Classification of Acoustic Feature Vectors in Speech RecognitionNonlinear Modeling | 1 Jan 1998
- Modelling Bacterial Genomes Using Hidden Markov ModelsCOMPSTAT | 1 Jan 1998
- Colour model selection and adaptation in dynamic scenesComputer Vision — ECCV'98 | 28 May 2006
- Concerning Bayesian motion segmentation, model averaging, matching and the trifocal tensorComputer Vision — ECCV'98 | 28 May 2006
- Optimisation of density estimation models with evolutionary algorithmsParallel Problem Solving from Nature — PPSN V | 3 June 2006
- Pattern recognitionImage Processing and Pattern Recognition | 1 Jan 1998
- Comparison of statistical and neural classifiers and their applications to optical character recognition and speech classificationImage Processing and Pattern Recognition | 1 Jan 1998
- Probabilistic designAlgorithms and Architectures | 1 Jan 1998
- Analysis of Patent Data—A Mixed-Poisson-Regression-Model ApproachJournal of Business & Economic Statistics, Vol. 16, No. 1 | 1 Jan 1998
- Application of the EM algorithm for the multitarget/multisensor tracking problemIEEE Transactions on Signal Processing, Vol. 46, No. 1 | 1 Jan 1998
- An algorithm for maximum likelihood estimation of hidden Markov models with unknown state-tyingIEEE Transactions on Speech and Audio Processing, Vol. 6, No. 1 | 1 Jan 1998
- A Tutorial on the EM Algorithm and Its Applications to Neural Network LearningDealing with Complexity | 1 Jan 1998
- Unsupervised statistical neural networks for model-based object recognitionIEEE Transactions on Signal Processing, Vol. 45, No. 11 | 1 Nov 1997
- A formulation of multitarget tracking as an incomplete data problemIEEE Transactions on Aerospace and Electronic Systems, Vol. 33, No. 4 | 1 Oct 1997
- An equivalence of the EM and ICE algorithm for exponential familyIEEE Transactions on Signal Processing, Vol. 45, No. 10 | 1 Oct 1997
- Estimation of generalized mixtures and its application in image segmentationIEEE Transactions on Image Processing, Vol. 6, No. 10 | 1 Oct 1997
- On Digital Mammogram Segmentation and Microcalcification Detection Using Multiresolution Wavelet AnalysisGraphical Models and Image Processing, Vol. 59, No. 5 | 1 Sep 1997
- Finite mixtures in confirmatory factor-analysis modelsPsychometrika, Vol. 62, No. 3 | 1 Sep 1997
- A New Test for Outlier Detection from a Multivariate Mixture DistributionJournal of Computational and Graphical Statistics, Vol. 6, No. 3 | 1 Sep 1997
- Radial basis function networks, regression weights, and the expectation-maximization algorithmIEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, Vol. 27, No. 5 | 1 Sep 1997
- Pattern Recognition-Based Approach for Complex System Diagnosis -New MethodIFAC Proceedings Volumes, Vol. 30, No. 18 | 1 Aug 1997
- Parameter Estimation in Hidden Fuzzy Markov Random Fields and Image SegmentationGraphical Models and Image Processing, Vol. 59, No. 4 | 1 Jul 1997
- Probabilistic visual learning for object representationIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 19, No. 7 | 1 Jul 1997
- Approximate bayes estimation for mixtures of two weibull distributions under type-2 censoringJournal of Statistical Computation and Simulation, Vol. 58, No. 3 | 1 Jun 1997
- Estimation of generalized multisensor hidden Markov chains and unsupervised image segmentationIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 19, No. 5 | 1 May 1997
- Segmentation of random fields via borrowed strength density estimationIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 19, No. 5 | 1 May 1997
- Statistical approach to segmentation of single-channel cerebral MR imagesIEEE Transactions on Medical Imaging, Vol. 16, No. 2 | 1 Apr 1997
- Estimation of fuzzy Gaussian mixture and unsupervised statistical image segmentationIEEE Transactions on Image Processing, Vol. 6, No. 3 | 1 Mar 1997
- Cluster-based probability model and its application to image and texture processingIEEE Transactions on Image Processing, Vol. 6, No. 2 | 1 Feb 1997
- Face recognition from sequences using models of identityComputer Vision — ACCV'98 | 22 August 2005
- Segmentation and tracking using colour mixture modelsComputer Vision — ACCV'98 | 22 August 2005
- Object tracking using adaptive colour mixture modelsComputer Vision — ACCV'98 | 22 August 2005
- The EM Algorithm: A Guided TourComputer Intensive Methods in Control and Signal Processing | 1 Jan 1997
- Density Estimation Through Convex Combinations of Densities: Approximation and Estimation BoundsNeural Networks, Vol. 10, No. 1 | 1 Jan 1997
- Neural and statistical classifiers-taxonomy and two case studiesIEEE Transactions on Neural Networks, Vol. 8, No. 1 | 1 Jan 1997
- Minimum Hellinger Distance Estimation for Finite Mixture ModelsJournal of the American Statistical Association, Vol. 91, No. 436 | 1 Dec 1996
- Unsupervised deconvolution of sparse spike trains using stochastic approximationIEEE Transactions on Signal Processing, Vol. 44, No. 12 | 1 Dec 1996
- Probabilistic models in cluster analysisComputational Statistics & Data Analysis, Vol. 23, No. 1 | 1 Nov 1996
- Stochastic versions of the em algorithm: an experimental study in the mixture caseJournal of Statistical Computation and Simulation, Vol. 55, No. 4 | 1 Nov 1996
- The expectation-maximization algorithmIEEE Signal Processing Magazine, Vol. 13, No. 6 | 1 Nov 1996
- An Exponential-Family Multidimensional Scaling Mixture MethodologyJournal of Business & Economic Statistics, Vol. 14, No. 4 | 1 Oct 1996
- Probability density estimation using a Gaussian clustering algorithmNeural Computing & Applications, Vol. 4, No. 3 | 1 Sep 1996
- Sugeno model, fuzzy discretization, and the EM algorithmFuzzy Sets and Systems, Vol. 82, No. 3 | 1 Sep 1996
- Scale-based clustering using the radial basis function networkIEEE Transactions on Neural Networks, Vol. 7, No. 5 | 1 Sep 1996
- Gaussian mixture density modeling, decomposition, and applicationsIEEE Transactions on Image Processing, Vol. 5, No. 9 | 1 Sep 1996
- Markov models of specular and diffuse scattering in restoration of medical ultrasound imagesIEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, Vol. 43, No. 4 | 1 Jul 1996
- Predictive Updating Methods with Application to Bayesian ClassificationJournal of the Royal Statistical Society: Series B (Methodological), Vol. 58, No. 2 | 5 December 2018
- A hybrid EM/Gauss-Newton algorithm for maximum likelihood in mixture distributionsStatistics and Computing, Vol. 6, No. 2 | 1 Jun 1996
- RBFN restoration of nonlinearly degraded imagesIEEE Transactions on Image Processing, Vol. 5, No. 6 | 1 Jun 1996
- A Linear Mixed-Effects Model with Heterogeneity in the Random-Effects PopulationJournal of the American Statistical Association, Vol. 91, No. 433 | 1 Mar 1996
- Divergence based feature selection for multimodal class densitiesIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 18, No. 2 | 1 Feb 1996
- Generalized Linear Mixed-Effects Models with a Finite-Support Random-Effects Distribution: A Maximum-Penalized-Likelihood ApproachBiometrical Journal, Vol. 38, No. 2 | 1 Jan 1996
- Bayesian Adaptive Learning and Map Estimation of HMMAutomatic Speech and Speaker Recognition | 1 Jan 1996
- Bayesian Estimation and ClassificationAdvanced Signal Processing and Digital Noise Reduction | 1 Jan 1996
- A modular neural network for enhancement of cross-polar radar targetsNeural Networks, Vol. 9, No. 1 | 1 Jan 1996
- Hybrid Estimation TechniquesStochastic Digital Control System Techniques | 1 Jan 1996
- Sugar Adulterations Control in Concentrated Rectified Grape Musts by Finite Mixture Distribution Analysis of the myo - and scyllo -Inositol Content and the D/H Methyl Ratio of Fermentative EthanolJournal of Agricultural and Food Chemistry, Vol. 44, No. 8 | 15 August 1996
- Fitting probabilistic automata via the em algorithmCommunications in Statistics. Stochastic Models, Vol. 12, No. 3 | 1 Jan 1996
- Feature-based face recognition using mixture-distanceProceedings CVPR IEEE Computer Society Conference on Computer Vision and Pattern Recognition | 1 Jan 1996
- A stochastic model of mixels and image classificationProceedings of 13th International Conference on Pattern Recognition | 1 Jan 1996
- A multiresolution EM algorithm for unsupervised image classificationProceedings of 13th International Conference on Pattern Recognition | 1 Jan 1996
- Interference cancellation using radial basis function networksSignal Processing, Vol. 47, No. 3 | 1 Dec 1995
- Minimum Hellinger distance estimation of mixture proportionsJournal of Statistical Planning and Inference, Vol. 48, No. 3 | 1 Dec 1995
- Are People Bayesian? Uncovering Behavioral StrategiesJournal of the American Statistical Association, Vol. 90, No. 432 | 1 Dec 1995
- A review of reliable maximum likelihood algorithms for semiparametric mixture modelsJournal of Statistical Planning and Inference, Vol. 47, No. 1-2 | 1 Oct 1995
- A review of semiparametric mixture modelsJournal of Statistical Planning and Inference, Vol. 47, No. 1-2 | 1 Oct 1995