76 citations · 257 across the 98 of their papers we have counts for
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cs.LG2015★ 2 cited
Introduction to Cross-Entropy Clustering The R Package CEC
Jacek Tabor, Przemysław Spurek, Konrad Kamieniecki +2
The R Package CEC performs clustering based on the cross-entropy clustering (CEC) method, which was recently developed with the use of information theory. The main advantage of CEC…
stat.ML2015
Active Function Cross-Entropy Clustering
P. Spurek, J. Tabor, P. Markowicz
Gaussian Mixture Models (GMM) have found many applications in density estimation and data clustering. However, the model does not adapt well to curved and strongly nonlinear data.…