Stochastic support vector regression with probabilistic constraints

Author:

Abaszade Maryam,Effati Sohrab

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Reference45 articles.

1. Vapnik V (1995) The nature of statistical learning theory. Springer, New York

2. Sadoghi Yazdi H, Effati S, Saberi Z (2007) The probabilistic constraints in the support vector machine. Appl Math Comput 194:467–479

3. Lanckriet GRG, Ghaoui LE, Bhattacharyya C h, Jordan MI (2002) A robust minimax approach to classification. J Mach Learn Res 3:555–582

4. Drucker H, Burges CJC, Kaufman L, Smola A, Vapnik V (1997) Support vector regression machines Advances in neural information processing systems, vol 9, pp 155–161

5. Mohamed RM, Farag A (2003) Classification of multispectral data using support vector machines approach for density estimation. In: IEEE 7th international conference on intelligent engineering systems INES03. Assiut, Egypt

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