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Volumn , Issue , 2002, Pages 501-506

Integrating feature and instance selection for text classification

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA REDUCTION; FEATURE EXTRACTION; LEARNING SYSTEMS; PATTERN MATCHING; TEXT PROCESSING;

EID: 0242625252     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/775047.775120     Document Type: Conference Paper
Times cited : (36)

References (17)
  • 1
    • 0004267735 scopus 로고    scopus 로고
    • Lazy learning
    • (Reprinted from Artificial Intelligence Review 11), Kluwer Academic Publishers
    • D. W. Aha, Lazy Learning, (Reprinted from Artificial Intelligence Review 11), Kluwer Academic Publishers, 1997.
    • (1997)
    • Aha, D.W.1
  • 2
    • 0003704318 scopus 로고    scopus 로고
    • Irvine, CA: University of California, Department of Information and Computer Science
    • S. D. Bay, The UCI KDD Archive [http://kdd.ics.uci.edu]. Irvine, CA: University of California, Department of Information and Computer Science, 1999.
    • (1999) The UCI KDD Archive
    • Bay, S.D.1
  • 3
    • 0031334221 scopus 로고    scopus 로고
    • Selection of relevant features and examples in machine learning
    • L. Blum and P. Langley. "Selection of relevant features and examples in machine learning", Artificial Intelligence, 97:245-271, 1997
    • (1997) Artificial Intelligence , vol.97 , pp. 245-271
    • Blum, L.1    Langley, P.2
  • 7
    • 0000636553 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • T. Joachims, "Text Categorization with Support Vector Machines: Learning with many Relevant Features", ECML'98, 1998.
    • ECML'98, 1998
    • Joachims, T.1
  • 13
    • 0029206077 scopus 로고    scopus 로고
    • Little words can make a big difference for text classification
    • E. Riloff, "Little words can make a big difference for Text Classification", 18th ACM SIGIR Conference, 1995.
    • 18th ACM SIGIR Conference, 1995
    • Riloff, E.1
  • 14
    • 0007696417 scopus 로고    scopus 로고
    • Less is more: Active learning with support vector machines
    • G. Schohn and D. Cohn. "Less is more: Active learning with support vector machines". 17th ICML, 2000.
    • 17th ICML, 2000
    • Schohn, G.1    Cohn, D.2
  • 17
    • 0003141935 scopus 로고    scopus 로고
    • A comparative study on feature selection in text categorization
    • Y. Yang and J. O. Pedersen, "A Comparative Study on Feature Selection in Text Categorization", 14th ICML, 1997.
    • 14th ICML, 1997
    • Yang, Y.1    Pedersen, J.O.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.