Support vector machine-based optimized decision threshold adjustment strategy for classifying imbalanced data

Author:

Yu Hualong,Mu Chaoxu,Sun Changyin,Yang Wankou,Yang Xibei,Zuo Xin

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference45 articles.

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2. N.V. Chawla, N. Japkowicz, A. Kolcz, Workshop on learning from imbalanced data sets II, in: Proceedings of the 20th International Conference of Machine Learning, Washington, USA, 2003.

3. Editorial: special issue on learning from imbalanced data sets;Chawla;ACM SIGKDD Explor. Newslett.,2004

4. N. Chawla, N. Japkowicz, Z.H. Zhou, Workshop on data mining when classes are imbalanced and errors have costs, in: Proceedings of the 13th Pacific-Asia Knowledge Discovery and Data Mining Conference, Bangkok, Thailand, 2009.

5. Effective detection of sophisticated online banking fraud on extremely imbalanced data;Wei;World Wide Web,2013

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