A Comparative Study of Sampling Methods and Algorithms for Imbalanced Time Series Classification

Guohua Liang, Chengqi Zhang. A Comparative Study of Sampling Methods and Algorithms for Imbalanced Time Series Classification. In Michael Thielscher, Dongmo Zhang, editors, AI 2012: Advances in Artificial Intelligence - 25th Australasian Joint Conference, Sydney, Australia, December 4-7, 2012. Proceedings. Volume 7691 of Lecture Notes in Computer Science, pages 637-648, Springer, 2012. [doi]

Abstract

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