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Volumn 3918 LNAI, Issue , 2006, Pages 250-254

FISA: Feature-based instance selection for imbalanced text classification

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SCIENCE; DATABASE SYSTEMS; FEATURE EXTRACTION;

EID: 33745767534     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11731139_30     Document Type: Conference Paper
Times cited : (5)

References (11)
  • 1
    • 18744396499 scopus 로고    scopus 로고
    • Training text classifiers with SVM on very few positive examples
    • Microsoft Research, April
    • J. Brank, M. Grobelnik, N. Milic-Frayling, and D. Mladenic. Training text classifiers with SVM on very few positive examples. Technical Report MSR-TR-2003-34, Microsoft Research, April 2003.
    • (2003) Technical Report , vol.MSR-TR-2003-34
    • Brank, J.1    Grobelnik, M.2    Milic-Frayling, N.3    Mladenic, D.4
  • 3
    • 10844295777 scopus 로고    scopus 로고
    • Multi-class svm with negative data selection for web page classification
    • Budapest, Hungary
    • C.-M. Chen, H.-M. Lee, and M.-T. Kao. Multi-class svm with negative data selection for web page classification. In Proc. of IEEE Joint Conf. on Neural Networks, pages 2047-2052, Budapest, Hungary, 2004.
    • (2004) Proc. of IEEE Joint Conf. on Neural Networks , pp. 2047-2052
    • Chen, C.-M.1    Lee, H.-M.2    Kao, M.-T.3
  • 4
    • 2942731012 scopus 로고    scopus 로고
    • An extensive empirical study of feature selection metrics for text classification
    • G. Forman. An extensive empirical study of feature selection metrics for text classification. J. of Machine Learning Research, 3:1289-1305, 2003.
    • (2003) J. of Machine Learning Research , vol.3 , pp. 1289-1305
    • Forman, G.1
  • 5
    • 0242625252 scopus 로고    scopus 로고
    • Integrating feature and instance selection for text classification
    • Canada
    • D. Fragoudis, D. Meretakis, and S. Likothanassis. Integrating feature and instance selection for text classification. In Proc. of ACM SIGKDD'02, pages 501-506, Canada, 2002.
    • (2002) Proc. of ACM SIGKDD'02 , pp. 501-506
    • Fragoudis, D.1    Meretakis, D.2    Likothanassis, S.3
  • 6
    • 0001972236 scopus 로고    scopus 로고
    • Addressing the curse of imbalanced training sets: One-sided selection
    • M. Kubat and S. Matwin. Addressing the curse of imbalanced training sets: One-sided selection. In Proc. of ICML'97, pages 179-186, 1997.
    • (1997) Proc. of ICML'97 , pp. 179-186
    • Kubat, M.1    Matwin, S.2
  • 11
    • 20844441675 scopus 로고    scopus 로고
    • Kba: Kernel boundary alignment considering imbalanced data distribution
    • June
    • G. Wu and E. Y. Chang. Kba: Kernel boundary alignment considering imbalanced data distribution. IEEE TKDE, 17(6):786-795, June 2005.
    • (2005) IEEE TKDE , vol.17 , Issue.6 , pp. 786-795
    • Wu, G.1    Chang, E.Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.