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Volumn , Issue , 2008, Pages

Multi-label classification algorithm derived from K-nearest neighbor rule with label dependencies

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN VERSION; BENCHMARK DATASETS; CLASSIFICATION ALGORITHM; INDEPENDENT CLASSIFIERS; K-NEAREST NEIGHBOR RULES; K-NEAREST NEIGHBORS; MULTI-LABEL; THRESHOLDING; TRAINING SETS;

EID: 70349868873     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (37)

References (10)
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  • 3
    • 2542631648 scopus 로고    scopus 로고
    • Kernel methods for multi-labelled classification and categorical regression problems
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    • (2002) Advances in Neural Information Processing Systems , vol.14 , pp. 681-687
    • Elisseeff, A.1    Weston, J.2
  • 5
    • 0003223784 scopus 로고    scopus 로고
    • Multi-label text classification with a mixture model trained by em
    • Orlando, Florida, July 18-22
    • A. McCallum, "Multi-Label Text Classification with a Mixture Model Trained by EM," in Proc. of the AAAI'99 Workshop on Text Learning, Orlando, Florida, July 18-22 1999.
    • (1999) Proc. of the AAAI'99 Workshop on Text Learning
    • McCallum, A.1
  • 6
    • 33748368138 scopus 로고    scopus 로고
    • Combining microarray expression data and phylogenetic profiles to learn functional categories using support vector machines
    • Montréal, Canada
    • P. Pavlidis, J. Weston, J. Cai, and W. N. Grundy, "Combining microarray expression data and phylogenetic profiles to learn functional categories using support vector machines," in Proc. of the Fifth Annual International Conference on Computational Biology, Montréal, Canada, 2001, pp. 242-248.
    • (2001) Proc. of the Fifth Annual International Conference on Computational Biology , pp. 242-248
    • Pavlidis, P.1    Weston, J.2    Cai, J.3    Grundy, W.N.4
  • 8
    • 0033905095 scopus 로고    scopus 로고
    • BoosTexter: A boosting-based system for text categorization
    • R. E. Schapire and Y. Singer, "BoosTexter: A Boosting-based System for Text Categorization," Machine Learning, vol. 39, no. 2-3, pp. 135-168, 2000.
    • (2000) Machine Learning , vol.39 , Issue.2-3 , pp. 135-168
    • Schapire, R.E.1    Singer, Y.2
  • 9
    • 27144441097 scopus 로고    scopus 로고
    • An evaluation of statistical approaches to text categorisation
    • Y. Yang, "An evaluation of statistical approaches to text categorisation," Information Retrieval, vol. 1, no. 1-2, pp. 69-90, 1999.
    • (1999) Information Retrieval , vol.1 , Issue.1-2 , pp. 69-90
    • Yang, Y.1
  • 10
    • 33947681316 scopus 로고    scopus 로고
    • ML-KNN:A lazy learning approach to multi-label learning
    • M.-L. Zhang and Z.-H. Zhou, "ML-KNN:A lazy learning approach to multi-label learning," Pattern Recognition, vol. 40, no.7, pp. 2038-3048, 2007.
    • (2007) Pattern Recognition , vol.40 , Issue.7 , pp. 2038-3048
    • Zhang, M.-L.1    Zhou, Z.-H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.