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Volumn 2, Issue , 2003, Pages 140-147

Mining very large datasets with support vector machine algorithms

Author keywords

Classification; Data mining; Incremental learning; Least squares classifiers; Machine learning; Newton method; Parallel and distributed algorithms; Proximal classifiers; Support vector machines

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); COMPUTER OPERATING SYSTEMS; DATA MINING; INFORMATION SYSTEMS; LEARNING SYSTEMS; LEAST SQUARES APPROXIMATIONS; NEWTON-RAPHSON METHOD; PERSONAL COMPUTERS;

EID: 84910068253     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (5)

References (14)
  • 1
    • 0001907967 scopus 로고    scopus 로고
    • Support vector machines: Hype or hallelujah?
    • Bennett K. and Campbell C., 2000, "Support Vector Machines: Hype or Hallelujah?", in SIGKDD Explorations, Vol. 2, No. 2, pp. 1-13.
    • (2000) SIGKDD Explorations , vol.2 , Issue.2 , pp. 1-13
    • Bennett, K.1    Campbell, C.2
  • 2
    • 80052866161 scopus 로고    scopus 로고
    • Incremental and decremental support vector machine learning
    • MIT Press, 2001, Cambridge, USA
    • Cauwenberghs G. and Poggio T. 2001, "Incremental and Decremental Support Vector Machine Learning", in Advances in Neural Information Processing Systems (NIPS 2000), MIT Press, Vol. 13, 2001, Cambridge, USA, pp. 409-415.
    • (2001) Advances in Neural Information Processing Systems (NIPS 2000) , vol.13 , pp. 409-415
    • Cauwenberghs, G.1    Poggio, T.2
  • 5
    • 0041912948 scopus 로고    scopus 로고
    • Evolving data mining into solutions for insights
    • Fayyad, U., Uthurusamy, R., 2002, "Evolving Data Mining into Solutions for Insights", in Communication of the ACM, 45(8), pp.28-31.
    • (2002) Communication of the ACM , vol.45 , Issue.8 , pp. 28-31
    • Fayyad, U.1    Uthurusamy, R.2
  • 8
    • 0242420030 scopus 로고    scopus 로고
    • Finite newton method for lagrangian support vector machine classification
    • Computer Sciences Department, University of Wisconsin, Madison, USA
    • Fung G. and Mangasarian O., 2001, "Finite Newton Method for Lagrangian Support Vector Machine Classification", Data Mining Institute Technical Report 02-01, Computer Sciences Department, University of Wisconsin, Madison, USA.
    • (2001) Data Mining Institute Technical Report
    • Fung, G.1    Mangasarian, O.2
  • 10
    • 0242383563 scopus 로고    scopus 로고
    • A finite newton method for classification problems
    • Computer Sciences Department, University of Wisconsin, Madison, USA
    • Mangasarian O., 2001, "A Finite Newton Method for Classification Problems", Data Mining Institute Technical Report 01-11, Computer Sciences Department, University of Wisconsin, Madison, USA.
    • (2001) Data Mining Institute Technical Report
    • Mangasarian, O.1
  • 12
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machines classifiers
    • Suykens, J. and Vandewalle, J., 1999, "Least Squares Support Vector Machines Classifiers", Neural Processing Letters, Vol. 9, No. 3, pp. 293-300.
    • (1999) Neural Processing Letters , vol.9 , Issue.3 , pp. 293-300
    • Suykens, J.1    Vandewalle, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.