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
  • Guest editor’s introduction: special issue on discovery science 2012.  Journal of Intelligent Information Systems.  44:191-192. 2015
  • WiMAX traffic analysis and base stations classification in terms of LRD.  Expert Systems.  30:285-293. 2013
  • Erratum to 'Mining top-k regular-frequent itemsets using database partitioning and support estimation' [Expert Systems with Applications 39 (2) (2011) 1924–1936].  Expert Systems with Applications.  39:6275-6275. 2012
  • Mining top-k regular-frequent itemsets using database partitioning and support estimation.  Expert Systems with Applications.  39:1924-1936. 2011
  • 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

  • A Nearest Neighbor Approach to Build a Readable Risk Score for Breast Cancer.  Annals of information systems. 249-269. 2014
  • Random Forest of Oblique Decision Trees for ERP Semi-automatic Configuration.  Studies in computational intelligence. 25-34. 2014
  • Towards Intention, Contextual and Social Based Recommender System.  Studies in computational intelligence. 3-13. 2014
  • Mining Top-k Frequent/Regular Patterns Based on User-Given Trade-Off between Frequency and Regularity.  Communications in computer and information science. 1-12. 2013
  • Monitoring the Habits of Elderly People through Data Mining from Home Automation Devices Data.  Lecture notes in computer science. 343-354. 2013
  • 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

• conference paper

  • Long-range dependence in WiMAX downlink traffic.  . 1-4. 2011