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Volumn 73, Issue 7-9, 2010, Pages 1164-1176

Efficient voting prediction for pairwise multilabel classification

Author keywords

Efficient classification; Learning by pairwise comparison; Multilabel classification; Voting aggregation

Indexed keywords

AVERAGE NUMBERS; AVERAGE-CASE; CLASSIFICATION LEARNING; CLASSIFIER EVALUATION; KEY PROBLEMS; MULTI-CLASS; MULTI-LABEL; PAIR-WISE COMPARISON; QUADRATIC NUMBER; REAL-WORLD DATASETS;

EID: 77649237436     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2009.11.024     Document Type: Article
Times cited : (62)

References (29)
  • 4
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multi-class support vector machines
    • Hsu C.-W., and Lin C.-J. A comparison of methods for multi-class support vector machines. IEEE Transactions on Neural Networks 13 2 (2002) 415-425
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 7
    • 0142228873 scopus 로고    scopus 로고
    • A family of additive online algorithms for category ranking
    • Crammer K., and Singer Y. A family of additive online algorithms for category ranking. Journal of Machine Learning Research 3 6 (2003) 1025-1058
    • (2003) Journal of Machine Learning Research , vol.3 , Issue.6 , pp. 1025-1058
    • Crammer, K.1    Singer, Y.2
  • 8
    • 38049160552 scopus 로고    scopus 로고
    • Efficient pairwise classification
    • J.N. Kok, J. Koronacki, R. Lopez de Mantaras, S. Matwin, D. Mladenič, A. Skowron Eds, Warsaw, Poland, Springer, Berlin
    • S.-H. Park, J. Fürnkranz, Efficient pairwise classification, in: J.N. Kok, J. Koronacki, R. Lopez de Mantaras, S. Matwin, D. Mladenič, A. Skowron (Eds.), Proceedings of 18th European Conference on Machine Learning (ECML-07), Warsaw, Poland, Springer, Berlin, 2007, pp. 658-665.
    • (2007) Proceedings of 18th European Conference on Machine Learning (ECML-07) , pp. 658-665
    • Park, S.-H.1    Fürnkranz, J.2
  • 9
    • 77649232648 scopus 로고    scopus 로고
    • Advances in efficient pairwise multilabel classification
    • Technical Report TUD-KE-2008-06, TU Darmstadt, Knowledge Engineering Group, available at
    • E. Loza Mencía, S.-H. Park, J. Fürnkranz, Advances in efficient pairwise multilabel classification, Technical Report TUD-KE-2008-06, TU Darmstadt, Knowledge Engineering Group, available at 〈http://www.ke.informatik.tu-darmstadt.de/publications/reports/tud-ke-2008-06.pdf〉, 2008.
    • (2008)
    • Loza Mencía, E.1    Park, S.-H.2    Fürnkranz, J.3
  • 11
    • 11144273669 scopus 로고
    • The perceptron: a probabilistic model for information storage and organization in the brain
    • Rosenblatt F. The perceptron: a probabilistic model for information storage and organization in the brain. Psychological Review 65 6 (1958) 386-408
    • (1958) Psychological Review , vol.65 , Issue.6 , pp. 386-408
    • Rosenblatt, F.1
  • 14
    • 0033281425 scopus 로고    scopus 로고
    • Large margin classification using the perceptron algorithm
    • Freund Y., and Schapire R.E. Large margin classification using the perceptron algorithm. Machine Learning 37 3 (1999) 277-296
    • (1999) Machine Learning , vol.37 , Issue.3 , pp. 277-296
    • Freund, Y.1    Schapire, R.E.2
  • 19
    • 34547971583 scopus 로고    scopus 로고
    • Approximate maximum margin algorithms with rules controlled by the number of mistakes
    • Z. Ghahramani (Ed, Machine Learning, Proceedings of the Twenty-Fourth International Conference on Machine Learning ICML, ACM, New York
    • P. Tsampouka, J. Shawe-Taylor, Approximate maximum margin algorithms with rules controlled by the number of mistakes, in: Z. Ghahramani (Ed.), Machine Learning, Proceedings of the Twenty-Fourth International Conference on Machine Learning (ICML 2007), ACM International Conference Proceeding Series, vol. 227, ACM, New York, 2007, pp. 903-910.
    • (2007) ACM International Conference Proceeding Series , vol.227 , pp. 903-910
    • Tsampouka, P.1    Shawe-Taylor, J.2
  • 21
    • 84957087567 scopus 로고    scopus 로고
    • Improved pairwise coupling classification with correcting classifiers
    • Nedellec C., and Rouveirol C. (Eds), Springer, Berlin
    • Moreira M., and Mayoraz E. Improved pairwise coupling classification with correcting classifiers. In: Nedellec C., and Rouveirol C. (Eds). ECML of Lecture Notes in Computer Science vol. 1398 (1998), Springer, Berlin 160-171
    • (1998) ECML of Lecture Notes in Computer Science , vol.1398 , pp. 160-171
    • Moreira, M.1    Mayoraz, E.2
  • 24
    • 45549117987 scopus 로고
    • Term-weighting approaches in automatic text retrieval
    • Salton G., and Buckley C. Term-weighting approaches in automatic text retrieval. Information Processing and Management 24 5 (1988) 513-523
    • (1988) Information Processing and Management , vol.24 , Issue.5 , pp. 513-523
    • Salton, G.1    Buckley, C.2
  • 29
    • 4944228528 scopus 로고    scopus 로고
    • A practical guide to support vector classification
    • Technical Report, Department of Computer Science, National Taiwan University, available at, May
    • C.-W. Hsu, C.-C. Chang, C.-J. Lin, A practical guide to support vector classification, Technical Report, Department of Computer Science, National Taiwan University, available at 〈http://www.csie.ntu.edu.tw/∼cjlin/papers/guide/guide.pdf〉, May 2009.
    • (2009)
    • Hsu, C.-W.1    Chang, C.-C.2    Lin, C.-J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.