Nikos Vlassis

The global k-means clustering algorithm

Aristidis Likas, Nikos Vlassis, Jakob Verbeek · Pattern Recognition · 2002 · 3.6K citations · Full text

Cluster Computing, Document Clustering, Engineering +7

VizBin - an application for reference-independent visualization and human-augmented binning of metagenomic data

Cédric C. Laczny, Tomasz Sternal, Valentin Plugaru et al. · Microbiome · 2015 · 469 citations · Full text

Efficient Greedy Learning of Gaussian Mixture Models

Jakob Verbeek, Nikos Vlassis, Ben Kröse · Neural Computation · 2003 · 336 citations · Full text

A Greedy EM Algorithm for Gaussian Mixture Learning

Nikos Vlassis, Aristidis Likas · Neural Processing Letters · 2002 · 297 citations

An analytic solution to discrete Bayesian reinforcement learning

Pascal Poupart, Nikos Vlassis, Jesse Hoey et al. · 2006 · 294 citations

Artificial Intelligence, Engineering, Machine Learning +17