Self-labeled techniques for semi-supervised learning: taxonomy, software and empirical study

Author:

Triguero Isaac,García Salvador,Herrera Francisco

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Hardware and Architecture,Human-Computer Interaction,Information Systems,Software

Reference87 articles.

1. Zhu X, Goldberg AB (2009) Introduction to semi-supervised learning, 1st edn. Morgan and Claypool, San Rafael, CA

2. Witten IH, Frank E, Hall MA (2011) Data mining: practical machine learning tools and techniques, 3rd edn. Morgan Kaufmann, San Francisco

3. Zhu Y, Yu J, Jing L (2013) A novel semi-supervised learning framework with simultaneous text representing. Knowl Inf Syst 34(3):547–562

4. Chapelle O, Schlkopf B, Zien A (2006) Semi-supervised learning, 1st edn. The MIT Press, Cambridge, MA

5. Pedrycz W (1985) Algorithms of fuzzy clustering with partial supervision. Pattern Recognit Lett 3:13–20

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