Managing Imbalanced Data Sets in Multi-label Problems: A Case Study with the SMOTE Algorithm

Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, José Francisco Ruiz-Muñoz, César Germán Castellanos-Domínguez. Managing Imbalanced Data Sets in Multi-label Problems: A Case Study with the SMOTE Algorithm. In José Ruiz-Shulcloper, Gabriella Sanniti di Baja, editors, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 18th Iberoamerican Congress, CIARP 2013, Havana, Cuba, November 20-23, 2013, Proceedings, Part I. Volume 8258 of Lecture Notes in Computer Science, pages 334-342, Springer, 2013. [doi]

Abstract

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