Graph-based semi-supervised learning with multiple labels

Author:

Zha Zheng-Jun,Mei Tao,Wang Jingdong,Wang Zengfu,Hua Xian-Sheng

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Media Technology,Signal Processing

Reference30 articles.

1. G. Chen, Y. Song, F. Wang, C. Zhang, Semi-supervised multi-label learning by solving a Sylvester equation, in: SIAM International Conference on Data Mining (SDM), Atlanta, Georgia, 2008, pp. 410–419.

2. X. Zhu, Semi-supervised learning literature survey, Tech. Rep. 1530, Computer Sciences, University of Wisconsin–Madison, 2005.

3. Learning with local and global consistency;Zhou,2004

4. X. Zhu, Z. Ghahramani, J.D. Lafferty, Semi-supervised learning using Gaussian fields and harmonic functions, in: Proceedings of the Twentieth International Conference on Machine Learning (ICML), Washington, DC, 2003, pp. 912–919.

5. Regularization and semi-supervised learning on large graphs;Belkin,2004

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