selected publications

• academic article

  • Guest editor’s introduction: special issue on quality issues, measures of interestingness and evaluation of data mining models.  Journal of Intelligent Information Systems.  45:295-297. 2015
  • Construction of an Off-Centered Entropy for the Supervised Learning of Imbalanced Classes: Some First Results.  Communication in Statistics- Theory and Methods.  39:493-507. 2010

• chapter

  • Formal Framework for the Study of Algorithmic Properties of Objective Interestingness Measures.  Intelligent systems reference library. 77-98. 2011
  • Mining Classification Rules without Support: an Anti-monotone Property of Jaccard Measure.  Lecture notes in computer science. 179-193. 2011
  • A Robustness Measure of Association Rules.  Lecture notes in computer science. 227-242. 2010
  • Classifying Very-High-Dimensional Data with Random Forests of Oblique Decision Trees.  Studies in computational intelligence. 39-55. 2010
  • Mining Interesting Rules Without Support Requirement: A General Universal Existential Upward Closure Property.  Annals of information systems. 75-98. 2009
  • On Optimal Rule Mining: A Framework and a Necessary and Sufficient Condition of Antimonotonicity.  Lecture notes in computer science. 705-712. 2009
  • A Comparison of Different Off-Centered Entropies to Deal with Class Imbalance for Decision Trees.  Lecture notes in computer science. 634-643. 2008
  • On the behavior of the generalizations of the intensity of implication: A data-driven comparative study.  Studies in computational intelligence. 421-447. 2008