Concepedia

Model-based clustering of high-dimensional data streams with online mixture of probabilistic PCA

Anastasios Bellas, Charles Bouveyron, Marie Cottrell, Jérôme Lacaille

Advances in Data Analysis and Classification · 2013 · 26 citations · 35 references

DOI

Concepts

References

35

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

, , +16

Some methods for classification and analysis of multivariate observations

James B. MacQueen · Defense Technical Information Center (DTIC) · 1967 · 22.8K citations

, , +16

The Proof and Measurement of Association between Two Things

C. Spearman · The American Journal of Psychology · 1904 · 7.6K citations

, , +8

The EM Algorithm and Extensions

Debashis Kushary, Geoffrey J. McLachlan, Thriyambakam Krishnan · Technometrics · 1998 · 5.1K citations

, , +16

Model-Based Clustering, Discriminant Analysis, and Density Estimation

Chris Fraley, Adrian E. Raftery · Journal of the American Statistical Association · 2002 · 4.3K citations

, , +16