메뉴 건너뛰기




Volumn 1398, Issue , 1998, Pages 160-171

Improved pairwise coupling classification with correcting classifiers

Author keywords

Classification; Decomposition into binary subproblems; Pair wise coupling

Indexed keywords

CLASSIFICATION (OF INFORMATION); MACHINE LEARNING;

EID: 84957087567     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/bfb0026686     Document Type: Conference Paper
Times cited : (100)

References (20)
  • 3
    • 0030715434 scopus 로고    scopus 로고
    • Telephone based speaker recognition using multiplt binary classifier and Gaussian mixture models
    • IEEE Computer Society Press
    • Pierre J. Castellano, Stefan Slomka, and Sridha Sridharan. Telephone based speaker recognition using multiplt binary classifier and Gaussian mixture models. In ICASSP, volume 2, pages 1075-1078. IEEE Computer Society Press, 1997.
    • (1997) ICASSP , vol.2 , pp. 1075-1078
    • Castellano, P.J.1    Slomka, S.2    Sridharan, S.3
  • 4
    • 0001168506 scopus 로고
    • Cause-effect relationships and partially defined boolean functions
    • Yves Crama, Peter L. Hammer, and Toshihide Ibaraki. Cause-effect relationships and partially defined boolean functions. Annals of Operations Research, 16:299326, 1988.
    • (1988) Annals of Operations Research , vol.16 , pp. 299-326
    • Crama, Y.1    Hammer, P.L.2    Ibaraki, T.3
  • 5
    • 0000406788 scopus 로고
    • Solving multiclass learning problems via error-correcting output codes
    • Thomas G. Dietterich and Ghulum Bakiri. Solving multiclass learning problems via error-correcting output codes. Journal of Artificial Intelligence Research, 2:263286, 1995.
    • (1995) Journal of Artificial Intelligence Research , vol.2 , pp. 263-286
    • Dietterich, T.G.1    Bakiri, G.2
  • 6
    • 84957068738 scopus 로고    scopus 로고
    • Dietterich. Statistical tests for comparing supervised classification learning algorithms. OR 97331, Department of Computer Science, Oregon State University
    • Thomas G. Dietterich. Statistical tests for comparing supervised classification learning algorithms. OR 97331, Department of Computer Science, Oregon State University„ 1996.
    • (1996)
    • Thomas, G.1
  • 7
    • 69549123046 scopus 로고
    • Error-correcting output codes: A general method for improving multiclass inductive learning programs
    • AAAI Press/MIT Press
    • T. G. Dietterich and G. Bakiri. Error-correcting output codes: A general method for improving multiclass inductive learning programs. In Proceedings of AAAI-91, pages 572-577. AAAI Press/MIT Press, 1991.
    • (1991) In Proceedings of AAAI-91 , pp. 572-577
    • Dietterich, T.G.1    Bakiri, G.2
  • 9
    • 84957086705 scopus 로고    scopus 로고
    • Classification by pairwise coupling, to appear in the Proceedings of NIPS 97
    • Trevor Hastie and Robert Tibshirani. Classification by pairwise coup- ling. Technical report, Stanford University and University of Toronto, 1996. f tp: //utstat. toronto. edu/pub/t ibs/coupling.ps, to appear in the Proceedings of NIPS97.
    • (1996)
    • Hastie, T.1    Tibshirani, R.2
  • 10
    • 84992322729 scopus 로고
    • Error-correcting output coding corrects bias and variance
    • San Francisco, CA, Morgan Kaufmann
    • E. B. Kong and T. G. Dietterich. Error-correcting output coding corrects bias and variance. In The XII International Conference on Machine Learning, pages 313-321, San Francisco, CA, 1995. Morgan Kaufmann.
    • (1995) The XII International Conference on Machine Learning , pp. 313-321
    • Kong, E.B.1    Dietterich, T.G.2
  • 12
    • 84957078034 scopus 로고    scopus 로고
    • UCI repository of machine learning databases. Irvine, CA: University of California, Department of Information and Computer Sciences
    • C.J. Merz and P.M. Murphy. UCI repository of machine learning databases. Irvine, CA: University of California, Department of Information and Computer Sciences, http: //www. ics.uci. edurmlearn/MLRepository html, 1996.
    • (1996)
    • Merz, C.J.1    Murphy, P.M.2
  • 14
    • 33744584654 scopus 로고
    • Induction of decision trees. Machine Learning
    • J. R. Quinlan. Induction of decision trees. Machine Learning, 1:81-106, 1986.
    • (1986) , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 16
    • 11144273669 scopus 로고
    • The perceptron: A probabilistic model for information storage and organization in the brain
    • F. Rosenblatt. The perceptron: a probabilistic model for information storage and organization in the brain. Psychological Review, 63:386-408, 1958.
    • (1958) Psychological Review , vol.63 , pp. 386-408
    • Rosenblatt, F.1
  • 17
    • 0026385269 scopus 로고
    • Text-independent talker indentification with neural networks
    • Laszlo Rudasi and Stephen A. Zahorian. Text-independent talker indentification with neural networks. In ICASSP, volume 1, pages 389-392, 1991.
    • (1991) ICASSP , vol.1 , pp. 389-392
    • Rudasi, L.1    Zahorian, S.A.2
  • 20
    • 0030643807 scopus 로고    scopus 로고
    • Phone classification with segmental features and a binary-pair partitioned neural network classifier
    • IEEE Computer Society Press
    • Stephen A. Zahorian, Peter Silsbee, and Xihong Wang. Phone classification with segmental features and a binary-pair partitioned neural network classifier. In ICASSP, volume 2, pages 1011-1014. IEEE Computer Society Press, 1997.
    • (1997) ICASSP , vol.2 , pp. 1011-1014
    • Zahorian, S.A.1    Silsbee, P.2    Wang, X.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.