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Abstract and Applied Analysis
Volume 2013 (2013), Article ID 196256, 6 pages
Research Article

A Cost-Sensitive Ensemble Method for Class-Imbalanced Datasets

School of Computer and Information Technology, Liaoning Normal University, No. 1, Liushu South Street, Ganjingzi, Dalian, Liaoning 116081, China

Received 28 December 2012; Accepted 25 March 2013

Academic Editor: Jianhong (Cecilia) Xia

Copyright © 2013 Yong Zhang and Dapeng Wang. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Citations to this Article [2 citations]

The following is the list of published articles that have cited the current article.

  • Qing-Yan Yin, Jiang-She Zhang, Chun-Xia Zhang, and Sheng-Cai Liu, “An Empirical Study on the Performance of Cost-Sensitive Boosting Algorithms with Different Levels of Class Imbalance,” Mathematical Problems in Engineering, vol. 2013, pp. 1–12, 2013. View at Publisher · View at Google Scholar
  • Giorgio Valentini, “Hierarchical Ensemble Methods for Protein Function Prediction,” ISRN Bioinformatics, vol. 2014, pp. 1–34, 2014. View at Publisher · View at Google Scholar