Selected DSL papers
C.F. Aliferis, I. Tsamardinos, A. Statnikov. "HITON, A Novel Markov Blanket Algorithm for Optimal Variable Selection", AMIA, 2003 [pdf 8 offline]
L.E. Brown, I. Tsamardinos, C.F. Aliferis. "A Novel Algorithm for Scalable and Accurate Bayesian Network Learning", MEDINFO, 2004 [pdf 8 offline]
A. Statnikov, C.F. Aliferis, I. Tsamardinos. "Methods for Multi-Category Cancer Diagnosis from Gene Expression Data: A Comprehensive Evaluation to Inform Decision Support System Development", MEDINFO, 2004 [pdf 8 offline]
Y. Aphinyanaphongs, C.F. Aliferis. "Learning Boolean Queries for Article Quality Filtering", MEDINFO, 2004 [pdf 8 offline]
D. Hardin, I. Tsamardinos, C.F. Aliferis, "A Theoretical Characterization of Linear SVM-Based Feature Selection", ICML, 2004 [pdf 8 offline]
C.F. Aliferis, I. Tsamardinos, P. Massion, A. Statnikov, N. Fananapazir, D. Hardin. "Machine Learning Models For Classification Of Lung Cancer and Selection of Genomic Markers Using Array Gene Expression Data", FLAIRS, 2003 [pdf 8 offline][online supplement]
C.F. Aliferis, D. Hardin, P. Massion, "Machine Learning Models For Lung Cancer Classification Using Array Comparative Genomic Hybridization", AMIA, 2002 [pdf 8 offline]
I. Tsamardinos, C.F. Aliferis, A. Statnikov. "Time and Sample Efficient Discovery of Markov Blankets and Direct Causal Relations", KDD, 2003 [pdf 8 offline]
I. Tsamardinos and C.F. Aliferis. "Towards Principled Feature Selection: Relevance, Filters, and Wrappers", AI in Statistics, 2003 [pdf 8 offline]
C. Aliferis, I. Tsamardinos, A. Statnikov. "Causal Explorer: A Probabilistic Network Learning Toolkit for Biomedical Discovery", METMBS, 2003 [pdf 8 offline]
Y. Aphinyanaphongs, C.F. Aliferis. "Text Categorization Models for Retrieval of High Quality Articles in Internal Medicine", AMIA, 2003 [pdf 8 offline]
Other publications are available online from Discovery Systems Laboratory website.