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Volumn 1, Issue , 2006, Pages 4400-4404

A regression algorithm based on AdaBoost

Author keywords

Boosting algorithm; Ensemble learning; Regression estimation; Support vector machine

Indexed keywords

BOOSTING ALGORITHM; ENSEMBLE LEARNING; REGRESSION ESTIMATION;

EID: 34047204982     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WCICA.2006.1713209     Document Type: Conference Paper
Times cited : (8)

References (12)
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    • DufFy, N.1    Helmbold, D.2
  • 2
    • 0036643047 scopus 로고    scopus 로고
    • G. Rätsch.A. Demiriz and K. Bennett, Sparse regression ensembles in infinite and finite hypothesis spaces, Machine Learning, 48, 2002, pp. 125-136.
    • G. Rätsch.A. Demiriz and K. Bennett, "Sparse regression ensembles in infinite and finite hypothesis spaces," Machine Learning, vol. 48, 2002, pp. 125-136.
  • 3
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • F. Freund and R.E. Schapire, "A decision-theoretic generalization of on-line learning and an application to boosting," Journal of Computer and System Sciences, vol. 55, no. 1,pp. 119-139, 1997.
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.1 , pp. 119-139
    • Freund, F.1    Schapire, R.E.2
  • 6
    • 34047217623 scopus 로고    scopus 로고
    • Chinese source
    • Chinese source
  • 7
    • 34047234913 scopus 로고    scopus 로고
    • Y. I. Chang, Boosting SVM classifiers with logistic regression, See www.stat.sinica.edu.tw/library/c_tec_rep/2003_03.pdf, 2003.
    • Y. I. Chang, "Boosting SVM classifiers with logistic regression", See www.stat.sinica.edu.tw/library/c_tec_rep/2003_03.pdf, 2003.
  • 8
    • 0003401675 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • Technical Report, NeuroCOLT2[R
    • A. Smola and B. Schölkopf, "A tutorial on support vector regression," Technical Report, NeuroCOLT2[R], 1998.
    • (1998)
    • Smola, A.1    Schölkopf, B.2
  • 9
    • 0242288816 scopus 로고    scopus 로고
    • A geometric approach to support vector regression
    • J. Bi and K. P. Bennett, "A geometric approach to support vector regression," Neurocomputing, vol. 55, 2003, pp.79-108.
    • (2003) Neurocomputing , vol.55 , pp. 79-108
    • Bi, J.1    Bennett, K.P.2
  • 12
    • 0141869869 scopus 로고    scopus 로고
    • A pattern search method for model selection for support vector regression
    • Philadelphia, Pennsylvania
    • M. Momma and K. P. Bennett, "A pattern search method for model selection for support vector regression", In Proceeding of SIAM Conference on Data Mining, Philadelphia, Pennsylvania, 2002.
    • (2002) Proceeding of SIAM Conference on Data Mining
    • Momma, M.1    Bennett, K.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.