@inproceedings{162,
  keywords = {Bagging, classification, Classification algorithms, fuzzy rule-based classification ensembles, fuzzy set theory, Gallium, genetic algorithms, Glass, multicriteria genetic algorithms, mutual information-based feature selection, Sonar, Training, Vehicles},
  author = {Óscar Cordón García and A. Quirin and L. Sánchez},
  title = {On the Use of Bagging, Mutual Information-Based Feature Selection and Multicriteria Genetic Algorithms to Design Fuzzy Rule-Based Classification Ensembles},
  abstract = {In this contribution we explore the combination of bagging with random subspace and two variants of Battiti s mutual information feature selection methods to design fuzzy rule-based classification system ensembles. Besides, we consider a multicriteria genetic algorithm guided by the training error to select the component classifiers, in order to look for appropriate accuracy-complexity trade-offs in the final multiclassifier.},
  year = {2008},
  pages = {549-554},
  month = {Sep.},
  doi = {10.1109/HIS.2008.147},
}