Research Index

October 2023Multimodal Parameter-Efficient Few-Shot Class Incremental Learning

Marco D’Alessandro, Alberto Alonso, Enrique Calabrés, Mikel GalarMikel
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January, 2020CFM-BD: A Distributed Rule Induction Algorithm for Building Compact Fuzzy Models in Big Data Classification Problems

M. Elkano, J.A. Sanz, E. Barrenechea, H. Bustince, M. Galar
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November, 2018Dynamic ensemble selection for multi-class classification with one-class classifiers

B. Krawczyk, M. Galar, M. Woźniak, H. Bustince, F. Herrera
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October, 2018Learning from Imbalanced Data Sets

Alberto Fernández, Salvador García, Mikel Galar, Ronaldo C. Prati, Bartosz Krawczyk,  Francisco Herrera
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August, 2016Ordering-based pruning for improving the performance of ensembles of classifiers in the framework of imbalanced datasets

M. Galar, A. Fernández, E. Barrenechea, H. Bustince, F. Herrera
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January, 2016Evolutionary undersampling boosting for imbalanced classification of breast cancer malignancy

B. Krawczyk, M. Galar, L. Jelen, F. Herrera
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January, 2015DRCW-OVO: Distance-based relative competence weighting combination for One-vs-One strategy in multi-class problems

M. Galar, A. Fernández, E. Barrenechea, F. Herrera
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December, 2013EUSBoost: Enhancing ensembles for highly imbalanced data-sets by evolutionary undersampling

M. Galar, A. Fernández, E. Barrenechea, F. Herrera
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December, 2013Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers

M. Galar, A. Fernández, E. Barrenechea, H. Bustince, F. Herrera
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