Vilalta, Ricardo

9 publications

ECML-PKDD 2015 Star Classification Under Data Variability: An Emerging Challenge in Astroinformatics Ricardo Vilalta, Kinjal Dhar Gupta, Ashish Mahabal

AAAI 2014 A Data Complexity Approach to Kernel Selection for Support Vector Machines Roberto Valerio, Ricardo Vilalta

AAAI 2007 Machine Learning for Automatic Mapping of Planetary Surfaces Tomasz F. Stepinski, Soumya Ghosh, Ricardo Vilalta

MLJ 2004 Introduction to the Special Issue on Meta-Learning Christophe G. Giraud-Carrier, Ricardo Vilalta, Pavel Brazdil

ECML-PKDD 2003 A Decomposition of Classes via Clustering to Explain and Improve Naive Bayes Ricardo Vilalta, Irina Rish

ECML-PKDD 2001 A Unified Framework for Evaluation Metrics in Classification Using Decision Trees Ricardo Vilalta, Mark Brodie, Daniel Oblinger, Irina Rish

ICML 2000 A Quantification of Distance Bias Between Evaluation Metrics in Classification Ricardo Vilalta, Daniel Oblinger

ECML-PKDD 1997 Global Data Analysis and the Fragmentation Problem in Decision Tree Induction Ricardo Vilalta, Gunnar Blix, Larry A. Rendell

ICML 1997 Integrating Feature Construction with Multiple Classifiers in Decision Tree Induction Ricardo Vilalta, Larry A. Rendell