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Volumn 2430, Issue , 2002, Pages 97-110

Pairwise classification as an ensemble technique

Author keywords

[No Author keywords available]

Indexed keywords

DECISION TREES; SEMANTICS;

EID: 84945261092     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-36755-1_9     Document Type: Conference Paper
Times cited : (39)

References (29)
  • 1
  • 2
    • 9444279208 scopus 로고    scopus 로고
    • UCI repository of machine learning databases
    • University of California at Irvine, Irvine CA
    • C. L. Blake and C. J. Merz. UCI repository of machine learning databases. http://www.ics.uci.edu/~mlearn/MLRepository.html, 1998. Department of Information and Computer Science, University of California at Irvine, Irvine CA.
    • (1998) Department of Information and Computer Science
    • Blake, C.L.1    Merz, C.J.2
  • 3
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman. Bagging predictors. Machine Learning, 24(2): 123-140, 1996.
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 5
  • 7
    • 0034250160 scopus 로고    scopus 로고
    • An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
    • T. G. Dietterich. An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization. Machine Learning, 40(2): 139-158, 2000.
    • (2000) Machine Learning , vol.40 , Issue.2 , pp. 139-158
    • Dietterich, T.G.1
  • 8
  • 9
    • 84948166287 scopus 로고    scopus 로고
    • A simple approach to ordinal classification
    • In L. D. Raedt and P. Flach, editors, Freiburg, Germany
    • E. Frank and M. Hall. A simple approach to ordinal classification. In L. D. Raedt and P. Flach, editors, Proceedings of the 12th European Conference on Machine Learning (ECML-01), pages 145-156, Freiburg, Germany, 2001. Springer-Verlag.
    • (2001) Proceedings of the 12th European Conference on Machine Learning (ECML-01) , pp. 145-156
    • Frank, E.1    Hall, M.2
  • 10
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • Y. Freund and R. E. Schapire. A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences, 55(1): 119-139, 1997.
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 11
    • 0033075882 scopus 로고    scopus 로고
    • Separate-and-conquer rule learning
    • J. Fürnkranz. Separate-and-conquer rule learning. Artificial Intelligence Review, 13(1): 3-54, February 1999.
    • (1999) Artificial Intelligence Review , vol.13 , Issue.1 , pp. 3-54
    • Fürnkranz, J.1
  • 12
  • 14
    • 84945310432 scopus 로고    scopus 로고
    • Hyperlink ensembles: A case study in hypertext classification
    • Special Issue on Fusion of Multiple Classifiers
    • J. Fürnkranz. Hyperlink ensembles: A case study in hypertext classification. Information Fusion, to appear. Special Issue on Fusion of Multiple Classifiers.
    • Information Fusion
    • Fürnkranz, J.1
  • 16
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multi-class support vector machines
    • C.-W. Hsu and C.-J. Lin. A comparison of methods for multi-class support vector machines. IEEE Transactions on Neural Networks, 13(2): 415-425, March 2002.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 17
    • 0026955102 scopus 로고
    • Handwritten digit recognition by neural networks with single-layer training
    • S. Knerr, L. Personnaz, and G. Dreyfus. Handwritten digit recognition by neural networks with single-layer training. IEEE Transactions on Neural Networks, 3(6): 962-968, 1992.
    • (1992) IEEE Transactions on Neural Networks , vol.3 , Issue.6 , pp. 962-968
    • Knerr, S.1    Personnaz, L.2    Dreyfus, G.3
  • 21
    • 0347606556 scopus 로고    scopus 로고
    • Winning the KDD99 classification cup: Bagged boosting
    • B. Pfahringer. Winning the KDD99 classification cup: Bagged boosting. SIGKDD explorations, 1(2): 65-66, 2000.
    • (2000) SIGKDD explorations , vol.1 , Issue.2 , pp. 65-66
    • Pfahringer, B.1
  • 28
    • 0033281701 scopus 로고    scopus 로고
    • Improved boosting algorithms using confidencerated predictions
    • R. E. Schapire and Y. Singer. Improved boosting algorithms using confidencerated predictions. Machine Learning, 37(3): 297-336, 1999.
    • (1999) Machine Learning , vol.37 , Issue.3 , pp. 297-336
    • Schapire, R.E.1    Singer, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.