Using Gabriel graphs in Borderline-SMOTE to deal with severe two-class imbalance problems on neural networks

P. Toribio, Roberto Alejo, Rosa Maria Valdovinos, J. H. Pacheco-Sanchez. Using Gabriel graphs in Borderline-SMOTE to deal with severe two-class imbalance problems on neural networks. In David RiaƱo 0001, Eva Onaindia, Miguel Cazorla, editors, Artificial Intelligence Research and Development - Proceedings of the 15th International Conference of the Catalan Association for Artificial Intelligence, University of Alacant, Spain, October 24-26, 2012. Volume 248 of Frontiers in Artificial Intelligence and Applications, pages 29-36, IOS Press, 2012. [doi]

Abstract

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