Hidden Markov Models with mixtures as emission distributions

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

A tutorial on hidden Markov models and selected applications in speech recognition

L. R. Rabiner · Proceedings of the IEEE · 1989 · 22.8K citations

Computing, Computer Science, Machine Learning +11

Assessing a mixture model for clustering with the integrated completed likelihood

Christophe Biernacki, Gilles Celeux, G. Govaert · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 1.5K citations

Public Health, Biostatistics, Bayesian Data Analysis +14

Role of transposable elements in heterochromatin and epigenetic control

Zachary B. Lippman, Anne-Valérie Gendrel, Michael A. Black et al. · Nature · 2004 · 1.2K citations

Life Sciences, Genetics, Molecular Biology +14

Integrative epigenomic mapping defines four main chromatin states in Arabidopsis

François Roudier, Ikhlak Ahmed, Caroline Bérard et al. · The EMBO Journal · 2011 · 694 citations · Full text

Life Sciences, Genetics, Plant Biology +14