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Volumn 2, Issue , 2004, Pages 1857-1861

Incremental batch learning with support vector machines

Author keywords

Classification; Incremental batch learning; Regression; Support Vector Machine

Indexed keywords

CLASSIFICATIONS; DATA SETS; INCREMENTAL BATCH LEARNING; SUPPORT VECTOR MACHINES (SVM);

EID: 4444279730     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (12)

References (14)
  • 3
    • 84949650680 scopus 로고    scopus 로고
    • An approach to incremental SVM learning algorithm
    • Canada: IEEE Computer Society
    • R. Xiao, J. Wang ,and F. Zhang, "An approach to incremental SVM learning algorithm," ICTAI'00, Canada: IEEE Computer Society 2000, pp. 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 Society
    • P. Mitra, C. A. Murthy, and K. P. Sankar, "Data condensation in large databases by incremental learning with support vector machines," ICPR'00, Barcelona, Spain: IEEE Computer Society 2000, pp. 2708-2711.
    • (2000) ICPR'00 , pp. 2708-2711
    • Mitra, P.1    Murthy, C.A.2    Sankar, K.P.3
  • 7
    • 80052866161 scopus 로고    scopus 로고
    • Incremental and decrementai support vector machine learning
    • USA: MIT Press
    • G. Cauwenberghs, and T. Poggio, "Incremental and decrementai support vector machine learning," NIPS 2000, USA: MIT Press, 2000, pp. 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 Gereone, Tsau Young Lin, Xindong Wu (Eds.) San Jose, California, USA. IEEE Computer Society
    • C. Domeniconi, and D. Gunopulos, "Incremental support vector machine construction," Nick Gereone, Tsau Young Lin, Xindong Wu (Eds.): Proceedings of the 2001 IEEE International Conference on Data Mining, San Jose, California, USA. IEEE Computer Society 2001, pp.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
    • L. Ralaivola, and F. d'Alché-Buc, "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, pp. 322-330.
    • (2001) Lecture Notes in Computer Science , vol.2130 , pp. 322-330
    • Ralaivola, L.1    D'Alché-Buc, F.2
  • 11
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimum optimization
    • Cambridge MA: MIT Press
    • J. Platt, "Fast training of support vector machines using sequential minimum optimization," In Advances in Kernel Methods - Support Vector Learning, Cambridge MA: MIT Press, 1998, pp. 185-208.
    • (1998) Advances in Kernel Methods - Support Vector Learning , pp. 185-208
    • Platt, J.1
  • 13
    • 0141556297 scopus 로고    scopus 로고
    • On-line support vector machines for function approximation
    • M. Martin, "On-line support vector machines for function approximation," Technique Report, http://www.lsi.upc.es/dept/techreps/ ps/R02-11.pdf, 2002.
    • (2002) Technique Report
    • Martin, M.1
  • 14
    • 0141535194 scopus 로고    scopus 로고
    • Incremental learning and selective sampling via parametric optimization framework for SVM
    • MIT Press
    • S. Fine and K. Scheinberg, "Incremental learning and selective sampling via parametric optimization framework for SVM," In Advances in Neural Information Processing Systems 14. MIT Press, 2002, pp. 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.