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Advances in Bioinformatics|December 4, 2009
The FAST-AIMS Clinical Mass Spectrometry Analysis SystemNafeh Fananapazir, Alexander Statnikov, Constantin F AliferisPlos Computational Biology|May 27, 2010
Analysis and computational dissection of molecular signature multiplicityAlexander Statnikov, Constantin F AliferisAMIA ... Annual Symposium Proceedings. AMIA Symposium|August 13, 2008
Are random forests better than support vector machines for microarray-based cancer classification?Alexander Statnikov, Constantin F AliferisPlos One|September 27, 2007
Effects of environment, genetics and data analysis pitfalls in an esophageal cancer genome-wide association studyAlexander Statnikov, Chun Li, Constantin F AliferisBMC Bioinformatics|July 24, 2008
A comprehensive comparison of random forests and support vector machines for microarray-based cancer classificationAlexander Statnikov, Lily Wang, Constantin F AliferisCancer Informatics|May 22, 2009
Challenges in the analysis of mass-throughput data: a technical commentary from the statistical machine learning perspectiveConstantin F Aliferis, Alexander Statnikov, Ioannis TsamardinosStudies in Health Technology and Informatics|September 14, 2004
Methods for multi-category cancer diagnosis from gene expression data: a comprehensive evaluation to inform decision support system developmentAlexander Statnikov, Constantin F Aliferis, Ioannis TsamardinosJournal of the American Medical Informatics Association : JAMIA|April 20, 2006
A comparison of citation metrics to machine learning filters for the identification of high quality MEDLINE documentsYindalon Aphinyanaphongs, Alexander Statnikov, Constantin F AliferisInternational Journal of Medical Informatics|June 22, 2005
GEMS: a system for automated cancer diagnosis and biomarker discovery from microarray gene expression dataAlexander Statnikov, Ioannis Tsamardinos, Yerbolat Dosbayev, et al.Scientific Reports|March 5, 2016
An Evaluation of Active Learning Causal Discovery Methods for Reverse-Engineering Local Causal Pathways of Gene RegulationSisi Ma, Patrick Kemmeren, Constantin F Aliferis, et al.Pageof 6