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Volumn , Issue , 2005, Pages 177-182

Experiments with hierarchical text classification

Author keywords

Boosting; Hierarchical Text Classification; Machine Learning; Ranking Performance; Supervised Learning

Indexed keywords

BOOSTING; COMPUTATIONAL LEARNING THEORY; DIRECTED ACYCLIC GRAPH (DAG); HIERARCHICAL CLASSIFICATION; HIERARCHICAL CLASSIFIERS; HIERARCHICAL STRUCTURES; RANKING PERFORMANCE; TEXT CLASSIFICATION;

EID: 84887229826     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (7)

References (14)
  • 8
    • 0242659655 scopus 로고    scopus 로고
    • Hierarchical text categorization using neural networks
    • M. E. Ruiz and P. Srinivasan. Hierarchical text categorization using neural networks. Information Retrieval, 5(1):87-118, 2002.
    • (2002) Information Retrieval , vol.5 , Issue.1 , pp. 87-118
    • Ruiz, M.E.1    Srinivasan, P.2
  • 9
    • 0033905095 scopus 로고    scopus 로고
    • Boostexter: A boostingbased system for text categorization
    • R. E. Schapire and Y. Singer. Boostexter: A boostingbased system for text categorization. Machine Learning, 39(2/3):135-168, 2000.
    • (2000) Machine Learning , vol.39 , Issue.2-3 , pp. 135-168
    • Schapire, R.E.1    Singer, Y.2
  • 10
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • F. Sebastiani. Machine learning in automated text categorization. ACM Computing Surveys (CSUR), 34(1):1-47, 2002.
    • (2002) ACM Computing Surveys (CSUR) , vol.34 , Issue.1 , pp. 1-47
    • Sebastiani, F.1
  • 11
    • 1542310201 scopus 로고    scopus 로고
    • Hierarchical text classification and evaluation
    • A. Sun and E.-P. Lim. Hierarchical text classification and evaluation. In ICDM, pages 521-528, 2001.
    • (2001) ICDM , pp. 521-528
    • Sun, A.1    Lim, E.-P.2
  • 12
    • 51349159085 scopus 로고    scopus 로고
    • Probability estimates for multi-class classification by pairwise coupling
    • Mar.
    • T. Wu, C.-J. Lin, and R. C. Weng. Probability estimates for multi-class classification by pairwise coupling. Journal of Machine Learning Research, Mar. 2004.
    • (2004) Journal of Machine Learning Research
    • Wu, T.1    Lin, C.-J.2    Weng, R.C.3
  • 14
    • 4644257995 scopus 로고    scopus 로고
    • Statistical behavior and consistency of classification methods based on convex risk minimization
    • Mar.
    • T. Zhang. Statistical behavior and consistency of classification methods based on convex risk minimization. The Annals of Statistics, 32:56-134, Mar. 2004.
    • (2004) The Annals of Statistics , vol.32 , pp. 56-134
    • Zhang, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.