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

Studies in Health Technology and Informatics

Yindalon Aphinyanaphongs, Constantin Aliferis · 2007 · 1.3K citations

Medical Information System, Public Health Informatics, Digital Health +5

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

Alexander Statnikov, Constantin Aliferis, Ioannis Tsamardinos et al. · Bioinformatics · 2004 · 843 citations · Full text

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

Alexander Statnikov, Lily Wang, Constantin Aliferis · BMC Bioinformatics · 2008 · 679 citations · Full text

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. · Journal of Machine Learning Research · 2010 · 489 citations

Engineering, Machine Learning, Feature Selection +20