Structure Inference of Bayesian Networks from Data: A New Approach Based on Generalized Conditional Entropy. - Dan A. Simovici; Saaid Baraty (EGC, 2008)

Edge Evaluation in Bayesian Network Structures. - Saaid Baraty; Dan A. Simovici (AusDM, 2009)

Large Data Sets, Conditional Entropy and the Cooper-Herskovitz Bayesian Score. - Saaid Baraty; Dan A. Simovici (FLAIRS, 2010)

The Impact of Triangular Inequality Violations on Medoid-Based Clustering. - Saaid Baraty; Dan A. Simovici; Catalin Zara (ISMIS, 2011)

Evaluating Bayesian Networks by Sampling with Simplified Assumptions. - Saaid Baraty; Dan A. Simovici (EGC, 2012)

Representative training sets for classification and the variability of empirical distributions. - Saaid Baraty; Dan A. Simovici (EGC, 2014)