1 citations · 2 across the 3 of their papers we have counts for
3 papers
Association measures for interval variables
M. Rosário Oliveira, Margarida Azeitona, António Pacheco +1
Symbolic Data Analysis (SDA) is a relatively new field of statistics that extends conventional data analysis by taking into account intrinsic data variability and structure. Unlike…
Theoretical Foundations of Forward Feature Selection Methods based on Mutual Information
Francisco Macedo, M. Rosário Oliveira, António Pacheco +1
Feature selection problems arise in a variety of applications, such as microarray analysis, clinical prediction, text categorization, image classification and face recognition, mul…
Theoretical Evaluation of Feature Selection Methods based on Mutual Information
Cláudia Pascoal, M. Rosário Oliveira, António Pacheco +1
Feature selection methods are usually evaluated by wrapping specific classifiers and datasets in the evaluation process, resulting very often in unfair comparisons between methods.…