Theoretical analysis for solution of support vector data description

Author:

Wang Xiaoming,Chung Fu-lai,Wang Shitong

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience

Reference22 articles.

1. Asuncion, A., & Newman, D. (2007). UCI machine learning repository. School of Information and Computer Sciences, University of California, Irvine. From: http://www.ics.uci.edu/~mlearn/MLRepository.html.

2. Support vector clustering;Ben-Hur;Journal of Machine Learning Research,2001

3. Convex optimization;Boyd,2004

4. Uniqueness of the SVM solution;Burges;Advances in Neural Information Processing Systems (NIPS),1999

5. Uniqueness theorems for kernel methods;Burges;Neurocomputing,2003

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