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Volumn 3056, Issue , 2004, Pages 373-383

Classifying text streams in the presence of concept drifts

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER SCIENCE; COMPUTERS; DATABASE SYSTEMS; VECTORS; XML;

EID: 7444237194     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-24775-3_45     Document Type: Conference Paper
Times cited : (8)

References (13)
  • 1
    • 78149352557 scopus 로고    scopus 로고
    • Discriminative category matching: Efficient text classification for huge document collection
    • G. P. C. Fung, J. X. Yu, and H. Lu. Discriminative category matching: Efficient text classification for huge document collection. In ICDM02, 2002.
    • (2002) ICDM02
    • Fung, G.1    Yu, J.X.2    Lu, H.3
  • 2
    • 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. In ECML98, 1998.
    • (1998) ECML98
    • Joachims, T.1
  • 3
    • 0141804082 scopus 로고    scopus 로고
    • Detecting concept drift with support vector machines
    • R. Klinkenberg and T. Joachims. Detecting concept drift with support vector machines. In ICML00, 2000.
    • (2000) ICML00
    • Klinkenberg, R.1    Joachims, T.2
  • 4
    • 0009300196 scopus 로고    scopus 로고
    • Adaptive information filtering: Learning in the presence of concept drifts
    • R. Klinkenberg and I. Renz. Adaptive information filtering: Learning in the presence of concept drifts. In ICML98, 1998.
    • (1998) ICML98
    • Klinkenberg, R.1    Renz, I.2
  • 6
    • 0003096811 scopus 로고    scopus 로고
    • Information filtering in changing domains
    • C. Lanquillon. Information filtering in changing domains. In IJCAI99 Workshop, 1999.
    • (1999) IJCAI99 Workshop
    • Lanquillon, C.1
  • 7
    • 0033279375 scopus 로고    scopus 로고
    • Adaptive information filtering: Detecting changes in text stream
    • C. Lanquillon and I. Renz. Adaptive information filtering: Detecting changes in text stream. In CIKM99, page 538, 1999.
    • (1999) CIKM99
    • Lanquillon, C.1    Renz, I.2
  • 9
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • F. Sebastiani. Machine learning in automated text categorization. ACM Computing Surveys, 34(1):1–47, 2002.
    • (2002) ACM Computing Surveys , vol.34 , Issue.1 , pp. 1-47
    • Sebastiani, F.1
  • 10
    • 84943164222 scopus 로고    scopus 로고
    • Incremental learning with support vector machines
    • N. A. Syed, H. Liu, and K. K. Sung. Incremental learning with support vector machines. In KDD99, 1999.
    • (1999) KDD99
    • Syed, N.A.1    Liu, H.2    Sung, K.K.3
  • 11
    • 77952415079 scopus 로고    scopus 로고
    • Mining concept-drifting data streams using ensemble classifiers
    • H. Wang, W. Fan, P. S. Yu, and J. Han. Mining concept-drifting data streams using ensemble classifiers. In KDD03, 2003.
    • (2003) KDD03
    • Wang, H.1    Fan, W.2    Yu, P.S.3    Han, J.4
  • 12
    • 0030126609 scopus 로고    scopus 로고
    • Learning in the presence of concept drift and hidden contexts
    • G. Widmer and M. Kubat. Learning in the presence of concept drift and hidden contexts. Machine Learning, 23:69–101, 2000.
    • (2000) Machine Learning , vol.23 , pp. 69-101
    • Widmer, G.1    Kubat, M.2
  • 13
    • 85024373635 scopus 로고    scopus 로고
    • A re-examination of text categorization methods
    • Y. Yang and X. Liu. A re-examination of text categorization methods. In SIGIR99, 1999.
    • (1999) SIGIR99
    • Yang, Y.1    Liu, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.