ALOS: Automatic learning of an occupancy schedule based on a new prediction model for a smart heating management system

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

Some methods for classification and analysis of multivariate observations

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

Natural Sciences, Mathematics, Statistical Computing +16

Silhouettes: A graphical aid to the interpretation and validation of cluster analysis

Peter J. Rousseeuw · Journal of Computational and Applied Mathematics · 1987 · 20.7K citations

Computing, Visualization, Data Visualization +7

The global k-means clustering algorithm

Aristidis Likas, Nikos Vlassis, Jakob Verbeek · Pattern Recognition · 2002 · 3.7K citations · Full text

Computing, Computer Science, Algorithms +9

An empirical comparison of four initialization methods for the K-Means algorithm

José M. Peña, José A. Lozano, Pedro Larrañaga · Pattern Recognition Letters · 1999 · 867 citations

Computing, Computer Science, Mathematics +7