Concepedia

Aristidis Likas

AL

80

Publications

9.8K

Citations

41

H-Index

1992

Active since

Affiliations

University of Ioannina(Current)

National Technical University of Athens

University of Patras

Aristidis Likas is an author at University of Ioannina specializing in engineering, pattern recognition, and data science.

Top concepts

EngineeringData SciencePattern RecognitionMachine LearningComputer ScienceImage AnalysisData MiningKnowledge DiscoveryComputer VisionStatistics

Publications per year

1992–2024

80

Publications

80

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

The variational approximation for Bayesian inference

Dimitris Tzikas, Aristidis Likas, Nikolaos Galatsanos · IEEE Signal Processing Magazine · 2008 · 975 citations

Thomas Bayes, Bayesian Statistics, Bayesian Statistic +11

Neural-network methods for boundary value problems with irregular boundaries

I.E. Lagaris, Aristidis Likas, D.G. Papageorgiou · IEEE Transactions on Neural Networks · 2000 · 507 citations

Numerical Analysis, Method Of Fundamental Solution, Irregular Boundaries +12

A Greedy EM Algorithm for Gaussian Mixture Learning

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

The MinMax k-Means clustering algorithm

Grigorios Tzortzis, Aristidis Likas · Pattern Recognition · 2014 · 269 citations

Engineering, Machine Learning, Data Science +6

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