메뉴 건너뛰기




Volumn 3746 LNCS, Issue , 2005, Pages 338-348

On the utility of incremental feature selection for the classification of textual data streams

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING ALGORITHMS; LEARNING SYSTEMS; TEXT PROCESSING; TEXTURES;

EID: 33646504407     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11573036_32     Document Type: Conference Paper
Times cited : (47)

References (19)
  • 1
    • 0009304541 scopus 로고    scopus 로고
    • A bayesian approach to filtering junk E-mail
    • Learning for Text Categorization: Papers from the 1998 Workshop, Madison, Wisconsin
    • Sahami, M., Dumais, S., Heckerman, D., Horvitz, E.: A bayesian approach to filtering junk E-mail. In: Learning for Text Categorization: Papers from the 1998 Workshop, Madison, Wisconsin, AAAI Technical Report WS-98-05 (1998)
    • (1998) AAAI Technical Report , vol.WS-98-05
    • Sahami, M.1    Dumais, S.2    Heckerman, D.3    Horvitz, E.4
  • 6
    • 12244261390 scopus 로고    scopus 로고
    • "In vivo" spam filtering: A challenge problem for data mining
    • Fawcett, T.: "in vivo" spam filtering: A challenge problem for data mining. KDD Explorations 5 (2003)
    • (2003) KDD Explorations , vol.5
    • Fawcett, T.1
  • 7
    • 0030126609 scopus 로고    scopus 로고
    • Learning in the presence of concept drift and hidden contexts
    • Widmer, G., Kubat, M.: Learning in the presence of concept drift and hidden contexts. Machine Learning 23 (1996) 69-101
    • (1996) Machine Learning , vol.23 , pp. 69-101
    • Widmer, G.1    Kubat, M.2
  • 8
    • 0003141935 scopus 로고    scopus 로고
    • A comparative study on feature selection in text categorization
    • Fisher, D.H., ed.: Proceedings of ICML-97, Nashville, US, Morgan Kaufmann Publishers, San Francisco, US
    • Yang, Y., Pedersen, J.O.: A comparative study on feature selection in text categorization. In Fisher, D.H., ed.: Proceedings of ICML-97, 14th International Conference on Machine Learning, Nashville, US, Morgan Kaufmann Publishers, San Francisco, US (1997) 412-420
    • (1997) 14th International Conference on Machine Learning , pp. 412-420
    • Yang, Y.1    Pedersen, J.O.2
  • 9
    • 2942731012 scopus 로고    scopus 로고
    • An extensive empirical study of feature selection metrics for text classification
    • Forman, G.: An extensive empirical study of feature selection metrics for text classification. J. Mach. Learn. Res. 3 (2003) 1289-1305
    • (2003) J. Mach. Learn. Res. , vol.3 , pp. 1289-1305
    • Forman, G.1
  • 10
    • 0033279503 scopus 로고    scopus 로고
    • A patent search and classification system
    • Fox, E.A., Rowe, N., eds.: Proceedings of DL-99, Berkeley, US, ACM Press, New York, US
    • Larkey, L.S.: A patent search and classification system. In Fox, E.A., Rowe, N., eds.: Proceedings of DL-99, 4th ACM Conference on Digital Libraries, Berkeley, US, ACM Press, New York, US (1999) 179-187
    • (1999) 4th ACM Conference on Digital Libraries , pp. 179-187
    • Larkey, L.S.1
  • 11
    • 0032258599 scopus 로고    scopus 로고
    • Boosting and Rocchio applied to text filtering
    • Croft, W.B., Moffat, A., van Rijsbergen, C.J., Wilkinson, R., Zobel, J., eds.: Proceedings of SIGIR-98, Melbourne, AU, ACM Press, New York, US
    • Schapire, R.E., Singer, Y., Singhal, A.: Boosting and Rocchio applied to text filtering. In Croft, W.B., Moffat, A., van Rijsbergen, C.J., Wilkinson, R., Zobel, J., eds.: Proceedings of SIGIR-98, 21st ACM International Conference on Research and Development in Information Retrieval, Melbourne, AU, ACM Press, New York, US (1998) 215-223
    • (1998) 21st ACM International Conference on Research and Development in Information Retrieval , pp. 215-223
    • Schapire, R.E.1    Singer, Y.2    Singhal, A.3
  • 12
    • 32344453579 scopus 로고    scopus 로고
    • The disputed federalist papers: Svm feature selection via concave minimization
    • New York, NY, USA, ACM Press
    • Fung, G.: The disputed federalist papers: Svm feature selection via concave minimization. In: TAPIA '03: Proceedings of the 2003 conference on Diversity in computing, New York, NY, USA, ACM Press (2003) 42-46
    • (2003) TAPIA '03: Proceedings of the 2003 Conference on Diversity in Computing , pp. 42-46
    • Fung, G.1
  • 13
    • 78149336291 scopus 로고    scopus 로고
    • Automatic web page classification in a dynamic and hierarchical way
    • Peng, X., Choi, B.: Automatic web page classification in a dynamic and hierarchical way. In: IEEE International Conference on Data Mining. (2002) 386-393
    • (2002) IEEE International Conference on Data Mining , pp. 386-393
    • Peng, X.1    Choi, B.2
  • 15
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • Sebastiani, F.: Machine learning in automated text categorization. ACM Computing Surveys 34 (2002) 1-47
    • (2002) ACM Computing Surveys , vol.34 , pp. 1-47
    • Sebastiani, F.1
  • 17
    • 45549117987 scopus 로고
    • Term-weighting approaches in automatic text retrieval
    • Salton, G., Buckley, C.: Term-weighting approaches in automatic text retrieval. Inf. Process. Manage. 24 (1988) 513-523
    • (1988) Inf. Process. Manage. , vol.24 , pp. 513-523
    • Salton, G.1    Buckley, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.