Detecting representative data and generating synthetic samples to improve learning accuracy with imbalanced data sets

• Der-Chiang Li ,

  Contributed equally to this work with: Der-Chiang Li, Susan C. Hu, Liang-Sian Lin, Chun-Wu Yeh

  Roles Conceptualization, Writing – review & editing

  Affiliation Department of Industrial and Information Management, College of Management, National Cheng Kung University, Tainan City, Taiwan, R.O.C

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• Susan C. Hu ,

  Contributed equally to this work with: Der-Chiang Li, Susan C. Hu, Liang-Sian Lin, Chun-Wu Yeh

  Roles Conceptualization

  Affiliation Department of Public Health, College of Medicine, National Cheng Kung University, Tainan City, Taiwan, R.O.C

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• Liang-Sian Lin ,

  Contributed equally to this work with: Der-Chiang Li, Susan C. Hu, Liang-Sian Lin, Chun-Wu Yeh

  Roles Formal analysis

  Affiliation Information and Communications Research Laboratories, Industrial Technology Research Institute, Hsinchu, Taiwan, R.O.C

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• Chun-Wu Yeh

  Contributed equally to this work with: Der-Chiang Li, Susan C. Hu, Liang-Sian Lin, Chun-Wu Yeh

  Roles Writing – original draft, Writing – review & editing

  * E-mail: davidyeh929@gmail.com

  Affiliation Department of Information Management, College of Information Technology, Kun Shan University, Yongkang Dist., Tainan City, Taiwan

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