An Application of Oversampling, Undersampling, Bagging and Boosting in Handling Imbalanced Datasets

Bee Wah Yap, Khatijahhusna Abd Rani, Hezlin Aryani Abd Rahman, Simon Fong, Zuraida Khairudin, Nik Nik Abdullah. An Application of Oversampling, Undersampling, Bagging and Boosting in Handling Imbalanced Datasets. In Tutut Herawan, Mustafa Mat Deris, Jemal Abawajy, editors, Proceedings of the First International Conference on Advanced Data and Information Engineering, DaEng 2013, Kuala Lumpur, Malaysia, December 16-18, 2013. Volume 285 of Lecture Notes in Electrical Engineering, pages 13-22, Springer, 2013. [doi]

Authors

Bee Wah Yap

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Khatijahhusna Abd Rani

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Hezlin Aryani Abd Rahman

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Simon Fong

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Zuraida Khairudin

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Nik Nik Abdullah

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