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Volumn 3007, Issue , 2004, Pages 426-435

An incremental updating method for support vector machines

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING ALGORITHMS; LEARNING SYSTEMS; NUMBER THEORY; QUADRATIC PROGRAMMING; STABILITY CRITERIA; VECTORS;

EID: 28444469083     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-24655-8_45     Document Type: Article
Times cited : (7)

References (14)
  • 3
    • 84949650680 scopus 로고    scopus 로고
    • An approach to incremental SVM learning algorithm
    • Canada: IEEE Computer Society
    • Xiao, R., Wang, J., Zhang, F.: An approach to incremental SVM learning algorithm. ICTAI'00, Canada: IEEE Computer Society (2000) 268-273
    • (2000) ICTAI'00 , pp. 268-273
    • Xiao, R.1    Wang, J.2    Zhang, F.3
  • 4
    • 4444240282 scopus 로고    scopus 로고
    • Data Condensation in Large Databases by Incremental Learning with Support Vector Machines
    • Barcelona, Spain: IEEE Computer Scociety
    • Mitra, P., Murthy, C.A., Sankar, K.P.: Data Condensation in Large Databases by Incremental Learning with Support Vector Machines. ICPR'00, Barcelona, Spain: IEEE Computer Scociety (2000) 2708-2711
    • (2000) ICPR'00 , pp. 2708-2711
    • Mitra, P.1    Murthy, C.A.2    Sankar, K.P.3
  • 6
    • 80052866161 scopus 로고    scopus 로고
    • Incremental and Decremental Support Vector Machine Learning
    • USA: MIT Press
    • Cauwenberghs, G., Poggio, T.: Incremental and Decremental Support Vector Machine Learning. NIPS 2000, USA: MIT Press (2000) 409-415
    • (2000) NIPS 2000 , pp. 409-415
    • Cauwenberghs, G.1    Poggio, T.2
  • 8
    • 78149308001 scopus 로고    scopus 로고
    • Incremental Support Vector Machine Construction
    • Nick Cercone, Tsau Young Lin, Xindong Wu (Eds.): San Jose, California, USA. IEEE Computer Society
    • Domeniconi, C., Gunopulos, D.: Incremental Support Vector Machine Construction. Nick Cercone, Tsau Young Lin, Xindong Wu (Eds.): Proceedings of the 2001 IEEE International Conference on Data Mining, San Jose, California, USA. IEEE Computer Society (2001) 589-592
    • (2001) Proceedings of the 2001 IEEE International Conference on Data Mining , pp. 589-592
    • Domeniconi, C.1    Gunopulos, D.2
  • 9
    • 84958962423 scopus 로고    scopus 로고
    • Incremental Support Vector Machine Learning: A Local Approach
    • Georg Dorffner, Horst Bischof, Kurt Hornik (Eds.): Vienna, Austria: Springer
    • Ralaivola, L., d'Alch-Buc F.: Incremental Support Vector Machine Learning: A Local Approach. Georg Dorffner, Horst Bischof, Kurt Hornik (Eds.): Lecture Notes in Computer Science 2130, Vienna, Austria: Springer (2001) 322-330
    • (2001) Lecture Notes in Computer Science , vol.2130 , pp. 322-330
    • Ralaivola, L.1    D'Alch-Buc, F.2
  • 11
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimum optimization
    • Cambridge MA: MIT Press
    • Platt J C. Fast training of support vector machines using sequential minimum optimization. In Advances in Kernel Methods-Support Vector Learning,Cambridge MA: MIT Press, (1998) 185-208
    • (1998) Advances in Kernel Methods-Support Vector Learning , pp. 185-208
    • Platt, J.C.1
  • 14
    • 0141535194 scopus 로고    scopus 로고
    • Incremental learning and selective sampling via parametric optimization framework for SVM
    • MIT Press
    • Fine, S., Scheinberg, K.: Incremental learning and selective sampling via parametric optimization framework for SVM. In Advances in Neural Information Processing Systems 14, MIT Press, (2002) 705-711
    • (2002) Advances in Neural Information Processing Systems , vol.14 , pp. 705-711
    • Fine, S.1    Scheinberg, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.