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Volumn 1, Issue , 2012, Pages 91-99

Local supervised learning through space partitioning

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION TECHNIQUE; DISCRIMINATIVE LEARNING; EMPIRICAL RISK MINIMIZATION; GENERALIZATION ERROR; LINEAR CLASSIFIERS; LOGISTIC REGRESSIONS; SPACE PARTITIONING; SUPERVISED LEARNING PROBLEMS;

EID: 84877761843     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (40)

References (19)
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    • Reducing multiclass to binary: A unifying approach for margin classifiers
    • September
    • Erin L. Allwein, Robert E. Schapire, and Yoram Singer. Reducing multiclass to binary: a unifying approach for margin classifiers. J. Mach. Learn. Res., 1:113-141, September 2001.
    • (2001) J. Mach. Learn. Res. , vol.1 , pp. 113-141
    • Allwein, E.L.1    Schapire, R.E.2    Singer, Y.3
  • 8
    • 31844448666 scopus 로고    scopus 로고
    • Unifying the error-correcting and output-code adaboost within the margin framework
    • ICML '05 New York, NY, USA ACM
    • Yijun Sun, Sinisa Todorovic, Jian Li, and Dapeng Wu. Unifying the error-correcting and output-code adaboost within the margin framework. In Proceedings of the 22nd international conference on Machine learning, ICML '05, pages 872-879, New York, NY, USA, 2005. ACM.
    • (2005) Proceedings of the 22nd International Conference on Machine Learning , pp. 872-879
    • Sun, Y.1    Todorovic, S.2    Li, J.3    Wu, D.4
  • 10
    • 15044364586 scopus 로고    scopus 로고
    • Locally linear discriminant analysis for multimodally distributed classes for face recognition with a single model image
    • Tae-Kyun Kim and Josef Kittler. Locally linear discriminant analysis for multimodally distributed classes for face recognition with a single model image. IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:318-327, 2005.
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , pp. 318-327
    • Kim, T.-K.1    Kittler, J.2
  • 15
    • 0033281425 scopus 로고    scopus 로고
    • Large margin classification using the perceptron algorithm
    • 10.1023/A:1007662407062
    • Yoav Freund and Robert E. Schapire. Large margin classification using the perceptron algorithm. Machine Learning, 37:277-296, 1999. 10.1023/A: 1007662407062.
    • (1999) Machine Learning , vol.37 , pp. 277-296
    • Freund, Y.1    Schapire, R.E.2
  • 17
    • 21844462365 scopus 로고    scopus 로고
    • Tutorial on practical prediction theory for classification
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    • Langford, J.1
  • 18
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    • Multiclass boosting: Theory and algorithms
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.