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Volumn , Issue , 2005, Pages 745-752

Learning hierarchical multi-category text classification models

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); COMPUTER NETWORKS; HIERARCHICAL SYSTEMS; MARKOV PROCESSES; MATHEMATICAL MODELS; OPTIMIZATION; SET THEORY; TEXT PROCESSING;

EID: 31844451556     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (78)

References (14)
  • 1
  • 3
    • 31844444975 scopus 로고    scopus 로고
    • Hierarchical document categorization with support vector machines
    • Cai, L., & Hofmann, T. (2004). Hierarchical document categorization with support vector machines. 13 ACM CIKM.
    • (2004) 13 ACM CIKM
    • Cai, L.1    Hofmann, T.2
  • 5
    • 14344256758 scopus 로고    scopus 로고
    • Large margin hierarchical classification
    • Dekel, O., Keshet, J., &: Singer, Y. (2004). Large margin hierarchical classification. ICML'04 (pp. 209-216).
    • (2004) ICML'04 , pp. 209-216
    • Dekel, O.1    Keshet, J.2    Singer, Y.3
  • 6
    • 0033656184 scopus 로고    scopus 로고
    • Hierarchical classification of web content
    • Dumais, S. T., & Chen, H. (2000). Hierarchical classification of web content. SIGIR'OO (pp. 256-263).
    • (2000) SIGIR'OO , pp. 256-263
    • Dumais, S.T.1    Chen, H.2
  • 8
    • 0002346866 scopus 로고    scopus 로고
    • Hierarchically classifying documents using very few words
    • Koller, D., & Sahami, M. (1997). Hierarchically classifying documents using very few words. ICML'97 (pp. 170-178).
    • (1997) ICML'97 , pp. 170-178
    • Koller, D.1    Sahami, M.2
  • 9
    • 84876811202 scopus 로고    scopus 로고
    • Rcv1: A new benchmark collection for text categorization research
    • Lewis, D. D., Yang, Y., Rose, T. G., & Li, F. (2004). Rcv1: A new benchmark collection for text categorization research. JMLR, 5, 361-397.
    • (2004) JMLR , vol.5 , pp. 361-397
    • Lewis, D.D.1    Yang, Y.2    Rose, T.G.3    Li, F.4
  • 10
    • 0012330920 scopus 로고    scopus 로고
    • Improving text classification by shrinkage in a hierarchy of classes
    • McCallum, A., Rosenfeld, R., Mitchell, T., & Ng, A. Y. (1998). Improving text classification by shrinkage in a hierarchy of classes. ICML'98 (pp. 359-367).
    • (1998) ICML'98 , pp. 359-367
    • McCallum, A.1    Rosenfeld, R.2    Mitchell, T.3    Ng, A.Y.4
  • 12
    • 14344250451 scopus 로고    scopus 로고
    • Support vector machine learning for interdependent and structured output spaces
    • Tsochantaridis, I., Hofmann, T., Joachims, T., & Altun, Y. (2004). Support vector machine learning for interdependent and structured output spaces. ICML'04 (pp. 823-830).
    • (2004) ICML'04 , pp. 823-830
    • Tsochantaridis, I.1    Hofmann, T.2    Joachims, T.3    Altun, Y.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.