Local Density-Based Adaptive Undersampling Approach for Handling Imbalanced and Overlapped Data
Author:
Affiliation:
1. University of Electronic Science and Technology of China,Chengdu,China
2. Chengdu Jwell Group Co., Ltd.,Chengdu,China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx8/10602770/10602802/10603192.pdf?arnumber=10603192
Reference15 articles.
1. Handling data irregularities in classification: Foundations, trends, and future challenges
2. The class imbalance problem: A systematic study1
3. Neighbourhood-based undersampling approach for handling imbalanced and overlapped data
4. A unifying view of class overlap and imbalance: Key concepts, multi-view panorama, and open avenues for research
5. Overlap-Based Undersampling for Improving Imbalanced Data Classification
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