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Volumn , Issue , 2008, Pages 2005-2008

F-SVR: A new learning algorithm for support vector regression

Author keywords

Algorithm; Support Vector Machines; Training

Indexed keywords

ACOUSTICS; BOOLEAN FUNCTIONS; CLASSIFICATION (OF INFORMATION); DATA STORAGE EQUIPMENT; HEURISTIC ALGORITHMS; HEURISTIC PROGRAMMING; LEARNING SYSTEMS; MULTILAYER NEURAL NETWORKS; REGRESSION ANALYSIS; SIGNAL PROCESSING; SPEECH; SUPPORT VECTOR MACHINES; VECTORS;

EID: 51449091746     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2008.4518032     Document Type: Conference Paper
Times cited : (6)

References (6)
  • 1
    • 4043137356 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • Smola A.J. and Scholkopf B., "A tutorial on support vector regression," Statistics and Computing, vol. 14, no. 3, pp. 199-222, 2004.
    • (2004) Statistics and Computing , vol.14 , Issue.3 , pp. 199-222
    • Smola, A.J.1    Scholkopf, B.2
  • 2
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • Platt J.C., "Fast training of support vector machines using sequential minimal optimization," Advances in Kernel Methods: Support Vector Learning, pp. 185-208, 1999.
    • (1999) Advances in Kernel Methods: Support Vector Learning , pp. 185-208
    • Platt, J.C.1
  • 3
    • 51449107332 scopus 로고    scopus 로고
    • S. Weston J. Bottou L. Bordes A., Ertekin, Fast kernel classifiers with online and active learning., Journal of Machine Learning Research (JMLR), 6, pp. 1579-1619, 2005.
    • S. Weston J. Bottou L. Bordes A., Ertekin, "Fast kernel classifiers with online and active learning.," Journal of Machine Learning Research (JMLR), vol. 6, pp. 1579-1619, 2005.
  • 4
    • 0000913324 scopus 로고    scopus 로고
    • Svmtorch: Support vector machines for large-scale regression problems
    • Bengio S. Collobert R., "Svmtorch: Support vector machines for large-scale regression problems," Journal of Machine Learning Research, , no. 1, pp. 143-160, 2001.
    • (2001) Journal of Machine Learning Research , Issue.1 , pp. 143-160
    • Bengio, S.1    Collobert, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.