Concepedia
Pattern Recognition · 2000 · 85 citations · 7 references
ComputingComputer ScienceComputer VisionMachine LearningMachine VisionBayesian InferenceImage ClassificationObject DetectionObject RecognitionPattern RecognitionAutomatic Target RecognitionGaussian Mixture ModelsPoisson-gamma Mixture ModelsTarget ClassificationTarget Recognition
7
Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm
A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations
Public Health, Biostatistics, Bayesian Data Analysis +16
Statistical Analysis of Finite Mixture Distributions.
Bruce G. Lindsay, D. M. Titterington, A. F. M. Smith et al. · Journal of the American Statistical Association · 1987 · 3K citations
Natural Sciences, Biostatistics, Mathematics +14
Discriminant Analysis and Statistical Pattern Recognition.
Douglas M. Hawkins, Geoffrey J. McLachlan · Journal of the American Statistical Association · 1993 · 2.7K citations
Computing, Computer Science, Feature Engineering +14
An entropy criterion for assessing the number of clusters in a mixture model
Gilles Celeux, Gilda Soromenho · Journal of Classification · 1996 · 2.4K citations · Full text
Natural Sciences, Biostatistics, Probability Theory +7
The EM Algorithm—an Old Folk-song Sung to a Fast New Tune
Xiao‐Li Meng, David A. van Dyk · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1997 · 807 citations · Full text
Computing, Computer Science, Algorithms +15