Parameter selection of support vector machines and genetic algorithm based on change area search
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Software
Link
http://link.springer.com/content/pdf/10.1007/s00521-011-0603-9.pdf
Reference15 articles.
1. Hsu C-W, Chang C-C, Lin C-J (2003) A practical guide to support vector classification. http://www.csie.ntu.edu.tw/~cjlin/papers/guide/guide.pdf
2. Keerthi SS, Lin C-J (2003) Asymptotic behaviors of support vector machines with Gaussian kernel. Neural Comput 15(7):1667–1689
3. Ding S, Liu X (2009) Evolutionary computing optimization for parameter determination and feature selection of support vector machines. In: Proceedings of the CISE 2009 on computational intelligence and software engineering, Wuhan, China, 1–5
4. Huang C-L, Wang C-J (2006) A GA-based feature selection and parameters optimization for support vector machines. Expert Syst Appl 31(2):231–240
5. Lin S-W, Ying K-C, Chen S-C, Lee Z-J (2008) Particle swarm optimization for parameter determination and feature selection of support vector machines. Expert Syst Appl 35:1817–1824
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