ONE-CLASS SUPPORT VECTOR MACHINES APPROACH TO ANOMALY DETECTION

Author:

Hejazi Maryamsadat,Singh Yashwant Prasad

Publisher

Informa UK Limited

Subject

Artificial Intelligence

Reference19 articles.

1. Bosner , B. , I. Guyon , and V. Vapnik . 1992 . A training algorithm for optimal margin classifiers. InProceedings of the 15th conference on computational learning theory(CoLT1992), 144–152. New York: ACM Press.

2. Burges , C. J. C. 1998 .A tutorial on support vector machines for pattern recognition(Bell Laboratories, Lucent Technologies). Boston: Kluwer Academic Publishers. Appeared inData Mining and Knowledge Discovery2:121–167 .

3. Anomaly detection

4. Chang , C. , and C. Lin . 2011 . LIBSVM: A library for support vector machines. National Taiwan University, Taipie, Taiwan, Initial version 2001. Last updated: May 20.

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