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Learning from class-imbalanced data: Review of methods and applications

20162,279 citationsJournal Article

Authors

Haixiang Guo · China University of Geosciences

Yijing Li · China University of Geosciences

Jennifer Shang · University of Pittsburgh

Mingyun Gu · China University of Geosciences

Yuanyue Huang · China University of Geosciences

Bing Gong · Universidad Politécnica de Madrid

Topics & Keywords

Imbalanced Data Classification Techniques Electricity Theft Detection Techniques Financial Distress and Bankruptcy Prediction

UN Sustainable Development Goals

Peace, Justice and strong institutions

Publication Details

Published in: Expert Systems with Applications

Volume 73, pp. 220-239

DOI: 10.1016/j.eswa.2016.12.035

Field-Weighted Citation Impact: 131.61

Learning from class-imbalanced data: Review of methods and applications | Researchclopedia