A general framework for multi-label learning towards class correlations and class imbalance

Author:

Peng Yue1,Huang Edward2,Chen Gang1,Wang Chongjun1,Xie Junyuan1

Affiliation:

1. National Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, Nanjing, Jiangsu, China

2. Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL, USA

Publisher

IOS Press

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Theoretical Computer Science

Reference22 articles.

1. Latent dirichlet allocation;Blei;Journal of Machine Learning Research,2003

2. Learning multi-label scene classification;Boutell;Pattern Recognition,2004

3. Addressing imbalance in multilabel classification: Measures and random resampling algorithms;Charte;Neurocomputing,2015

4. Mlsmote: approaching imbalanced multilabel learning through synthetic instance generation;Charte;Knowledge-Based Systems,2015

5. Z.A. Daniels and D.N. Metaxas, Addressing imbalance in multi-label classification using structured hellinger forests, in: AAAI, 2017, pp. 1826–1832.

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