A novel incremental SVM learning algorithm

CSCWD 2004 - 8th International Conference on Computer Supported Cooperative Work in Design - Proceedings

Volumn 1, Issue , 2004, Pages 658-662

  Zeng, Wenhua ^a   Ma, Jian ^b  

^a XIAMEN UNIVERSITY   (China)

^b HANGZHOU DIANZI UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); LEARNING SYSTEMS; NEURAL NETWORKS; OPTIMAL CONTROL SYSTEMS; SET THEORY; STATISTICAL METHODS;

INCREMENTAL LEARNING TECHNOLOGY; INTELLIGENT KNOWLEDGE DISCOVERY; STATISTICAL LEARNING THEORY; SUPPORT VECTOR MACHINE (SVM);

LEARNING ALGORITHMS;

EID: 15544388790     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. J. Ratsaby. "Incremental learning with sample queries", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.20, Aug. 1998. Pp.883-888
2. Wang, E.H.-C, and A. Kuh. "A smart algorithm for incremental learning", International Joint Conference on Neural Networks, Vol.3, 1992. pp. 121-126
3. V. Vapnik. The Nature of Statistical Learning Theory. Springer-Verlag, New York, 1995.
4. Christopher J.C.Burges. A Tutorial on Support Vector Machines for Pattern Recognition. Kluwer Academic Publishers, Boston, 1998.
5. Zhou Wei-da, Zhang Li, and Jiao Li-cheng. An analysis of SVMs Generalization Performance. ACTA ELECTRONICA SINICA Vol.29, 2001. Pp.590-594 (In Chinese)
6. Chih-Chung Chang and Chih-Jen Lin. LIBSVM: a Library for Support Vector Machines. Available: http://citeseer.nj.nec.com/chang011ibsvm.html