Publications

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2015
Addressing imbalance in multilabel classification: Measures and random resampling algorithms, Charte, F., Rivera-Rivas A. J., del Jesus M. J., and Herrera F. , Neurocomputing, Volume 163, p.3–16, (2015)
Resampling Multilabel Datasets by Decoupling Highly Imbalanced Labels, Charte, F., Rivera-Rivas A. J., del Jesus M. J., and Herrera F. , Proceedings of 10th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2015), June, Volume 9121, Bilbao (Spain), p.489–501, (2015)
Usando Algoritmos de Descubrimiento de Subgrupos en R: El Paquete SDR, García-Vico, A.M., Charte F., González P., Carmona C. J., and del Jesus M. J. , VII Simposio de Teoría y Aplicaciones de Minería de Datos, p.739-748, (2015) PDF icon 2015 - TAMIDA-b.pdf (335 KB)
2014
MLeNN: A First Approach to Heuristic Multilabel Undersampling, Charte, F., Rivera-Rivas A. J., del Jesus M. J., and Herrera F. , Proceedings of the 15th Intelligent Data Engineering and Automated Learning (IDEAL 2014), September, Volume 8669, Salamanca (Spain), p.1–9, (2014)
2012
Improving Multi-label Classifiers via Label Reduction with Association Rules, Charte, F., Rivera-Rivas A. J., del Jesus M. J., and Herrera F. , 7th International Conference (HAIS), March, Volume II, Salamanca (Spain), p.188-199, (2012)