Constantin Aliferis

The max-min hill-climbing Bayesian network structure learning algorithm

Ioannis Tsamardinos, Laura E. Brown, Constantin Aliferis · Machine Learning · 2006 · 1.8K citations · Full text

Computing, Computer Science, Bayesian Data Analysis +9

Studies in Health Technology and Informatics

Yindalon Aphinyanaphongs, Constantin Aliferis · 2007 · 1.3K citations

Computing, Biomedical Informatics, Health Informatics +10

A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis

Alexander Statnikov, Constantin Aliferis, Ioannis Tsamardinos et al. · Bioinformatics · 2004 · 847 citations · Full text

Computing, Bioinformatics, Oncology +17

A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification

Alexander Statnikov, Lily Wang, Constantin Aliferis · BMC Bioinformatics · 2008 · 689 citations · Full text

Computing, Bioinformatics, Computer Science +17

Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation

Constantin Aliferis, Alexander Statnikov, Ioannis Tsamardinos et al. · 2010 · 490 citations

Computing, Computer Science, Data Science +16