selected publications

• academic article

  • Large scale classifiers for visual classification tasks.  Multimedia Tools and Applications.  74:1199-1224. 2014

• chapter

  • Random Forest of Oblique Decision Trees for ERP Semi-automatic Configuration.  Studies in computational intelligence. 25-34. 2014
  • Classifying Very-High-Dimensional Data with Random Forests of Oblique Decision Trees.  Studies in computational intelligence. 39-55. 2010
  • A Comparison of Different Off-Centered Entropies to Deal with Class Imbalance for Decision Trees.  Lecture notes in computer science. 634-643. 2008

• conference paper

  • Parallel incremental SVM for classifying million images with very high-dimensional signatures into thousand classes.  2022 International Joint Conference on Neural Networks (IJCNN). 1-8. 2013