Constantinos Constantinopoulos - researchr alias

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2011

Efficiently Explaining Decisions of Probabilistic RBF Classification NetworksMarko Robnik-Sikonja, Aristidis Likas, Constantinos Constantinopoulos, Igor Kononenko, Erik Strumbelj. icannga 2011: 169-179 [doi]

2007

Image Modeling and Segmentation Using Incremental Bayesian Mixture ModelsConstantinos Constantinopoulos, Aristidis Likas. caip 2007: 596-603 [doi]

Unsupervised Learning of Gaussian Mixtures Based on Variational Component SplittingConstantinos Constantinopoulos, Aristidis Likas. tnn, 18(3):745-755, 2007. [doi]

2006

Active Learning with the Probabilistic RBF ClassifierConstantinos Constantinopoulos, Aristidis Likas. icann 2006: 357-366 [doi]

An incremental training method for the probabilistic RBF networkConstantinos Constantinopoulos, Aristidis Likas. tnn, 17(4):966-974, 2006. [doi]

Bayesian Feature and Model Selection for Gaussian Mixture ModelsConstantinos Constantinopoulos, Michalis K. Titsias, Aristidis Likas. pami, 28(6):1013-1018, 2006. [doi]

2005

An Analytic Distance Metric for Gaussian Mixture Models with Application in Image RetrievalGiorgos Sfikas, Constantinos Constantinopoulos, Aristidis Likas, Nikolas P. Galatsanos. icann 2005: 835-840 [doi]

2004

Efficient Training Algorithms for the Probabilistic RBF NetworkConstantinos Constantinopoulos, Aristidis Likas. setn 2004: 183-190 [doi]

2002

A Bayesian Regularization Method for the Probabilistic RBF NetworkConstantinos Constantinopoulos, Michalis K. Titsias, Aristidis Likas. setn 2002: 337-345 [doi]