메뉴 건너뛰기




Volumn 2006, Issue , 2006, Pages 1378-1381

An optimal SVM-based text classification algorithm

Author keywords

Optimal strategies; SVM; Text classification

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); KNOWLEDGE BASED SYSTEMS; LEARNING SYSTEMS; TEXT PROCESSING;

EID: 33947225734     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2006.258708     Document Type: Conference Paper
Times cited : (80)

References (15)
  • 2
    • 33947215113 scopus 로고    scopus 로고
    • D.D.Lewis, Naive bayes at forty: the independence assumption in information retrieval, Proceedings of the 10th European Conference on Machine Learning, Chemnitz, pp.4-15, Aprill 998.
    • D.D.Lewis, Naive bayes at forty: the independence assumption in information retrieval, Proceedings of the 10th European Conference on Machine Learning, Chemnitz, pp.4-15, Aprill 998.
  • 3
    • 27144441097 scopus 로고    scopus 로고
    • An evaluation of statistical approaches to text categorization
    • April
    • Y.Yang, An evaluation of statistical approaches to text categorization, Information Retrieval, Vol.1, No.1, pp. 69-90,April 1999.
    • (1999) Information Retrieval , vol.1 , Issue.1 , pp. 69-90
    • Yang, Y.1
  • 5
    • 0028461554 scopus 로고
    • An example-based mapping method for text categorization and retrieval
    • July
    • Y.Yang, C.G.Chute, An example-based mapping method for text categorization and retrieval, ACM Transactions on Information Systems, Vol.12, No.3, pp.252-277,July 1994.
    • (1994) ACM Transactions on Information Systems , vol.12 , Issue.3 , pp. 252-277
    • Yang, Y.1    Chute, C.G.2
  • 6
    • 0028461417 scopus 로고
    • Automated learning of decision rules for text categorization
    • July
    • C. Apte, F.Damerau, and S.M.Weiss, Automated learning of decision rules for text categorization, ACM Transactions on Information Systems, Vol.12, No.3, pp.233-251,July 1994.
    • (1994) ACM Transactions on Information Systems , vol.12 , Issue.3 , pp. 233-251
    • Apte, C.1    Damerau, F.2    Weiss, S.M.3
  • 8
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • Chemnitz,pp, April
    • T.Joachims, Text categorization with support vector machines: learning with many relevant features, Proceedings of the 10th European Conference on Machine Leaming,Chemnitz,pp. 137-142,April 1998.
    • (1998) Proceedings of the 10th European Conference on Machine Leaming , pp. 137-142
    • Joachims, T.1
  • 10
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • March
    • F. Sebastiani, Machine learning in automated text categorization, ACM Computing Surveys, Vol.34, No. 1, pp. 1-47, March 2002.
    • (2002) ACM Computing Surveys , vol.34 , Issue.1 , pp. 1-47
    • Sebastiani, F.1
  • 12
    • 0742306577 scopus 로고
    • Improving the retrieval of information from external sources
    • Vo, February
    • S.T. Dumais, Improving the retrieval of information from external sources, Behavior Research Methods, Instruments and Computers, Vo.23,No.2,pp.229-236, February 1991.
    • (1991) Behavior Research Methods, Instruments and Computers , vol.23 , Issue.2 , pp. 229-236
    • Dumais, S.T.1
  • 15
    • 0035283313 scopus 로고    scopus 로고
    • Robust classification for imprecise environments
    • March
    • F.J.Provost, T.Fawcett, Robust classification for imprecise environments, Machine Learning, Vol.42, No.3, pp.203-231,March 2001.
    • (2001) Machine Learning , vol.42 , Issue.3 , pp. 203-231
    • Provost, F.J.1    Fawcett, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.