An Analysis of Local and Global Solutions to Address Big Data Imbalanced Classification: A Case Study with SMOTE Preprocessing

María José Basgall, Waldo Hasperué, Marcelo R. Naiouf, Alberto Fernández 0001, Francisco Herrera. An Analysis of Local and Global Solutions to Address Big Data Imbalanced Classification: A Case Study with SMOTE Preprocessing. In Marcelo R. Naiouf, Franco Chichizola, Enzo Rucci, editors, Proceedings of the 7th Conference on Cloud Computing & Big Data, JCC&BD 2019, La Plata, Argentina, June 24-28, 2019, Revised Selected Papers. Volume 1050 of Communications in Computer and Information Science, pages 75-85, Springer, 2019. [doi]

Abstract

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