Generalized Undersampling of Center Points Based on Granular Ball

Author:

Bai Hao1,Wu YanMin2,Qi JinLi3,Chen YanYi4

Affiliation:

1. Chongqing University of Posts and Telecommunications,Chongqing Key Laboratory of Computer Science and Technology,ChongQing,China

2. ChongQing College of Electronic Engineering,Department of Artificial intelligence and Big data,ChongQing,China

3. ChongQing College of Electronic Engineering,Department of General education and International Studies,ChongQing,China

4. Chongqing University of Posts and Telecommunications,Department of Software Engineering,ChongQing,China

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Natural Science Foundation of Chongqing

Publisher

IEEE

Reference23 articles.

1. KRNN: k Rare-class Nearest Neighbour classification;cheriet;Pattern Recognition The Journal of the Pattern Recognition Society,2017

2. Clustering-based undersampling in class-imbalanced data - ScienceDirect;wei-chao;Information Sciences,2017

3. Cost-sensitive linguistic fuzzy rule based classification systems under the MapReduce framework for imbalanced big data

4. Self-adaptive cost weights-based support vector machine cost-sensitive ensemble for imbalanced data classification;tao;Information,0

5. Classification in the Presence of Label Noise: A Survey

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1. An Efficient Spectral Clustering Algorithm Based on Granular-Ball;IEEE Transactions on Knowledge and Data Engineering;2023-09-01

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