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Volumn 2, Issue , 2008, Pages 29-33

Expected classification error of the euclidean linear classifier under sudden concept drift

Author keywords

[No Author keywords available]

Indexed keywords

FUZZY LOGIC; FUZZY SYSTEMS; LEARNING SYSTEMS;

EID: 58049207959     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FSKD.2008.305     Document Type: Conference Paper
Times cited : (3)

References (11)
  • 1
    • 0034320912 scopus 로고    scopus 로고
    • Learning changing concepts by exploiting the structure of change
    • P. L. Bartlett, S. Ben-David, and S. R. Kulkarni. Learning changing concepts by exploiting the structure of change. Machine Learning, 41(2):153-174, 2000.
    • (2000) Machine Learning , vol.41 , Issue.2 , pp. 153-174
    • Bartlett, P.L.1    Ben-David, S.2    Kulkarni, S.R.3
  • 2
    • 0002896413 scopus 로고
    • Tracking drifting concepts by minimizing disagreements
    • D. P. Helmbold and P. M. Long. Tracking drifting concepts by minimizing disagreements. Machine Learning, 14(1):27-46, 1994.
    • (1994) Machine Learning , vol.14 , Issue.1 , pp. 27-46
    • Helmbold, D.P.1    Long, P.M.2
  • 4
    • 0141741870 scopus 로고
    • Learning time-varying concepts
    • A. Kuh, T. Petsche, and R. L. Rivest. Learning time-varying concepts. NIPS, pages 183-189, 1990.
    • (1990) NIPS , pp. 183-189
    • Kuh, A.1    Petsche, T.2    Rivest, R.L.3
  • 5
    • 35048891979 scopus 로고    scopus 로고
    • L. I. Kuncheva. Classifier ensembles for changing environments. Proceedings 5th International Workshop on Multiple Classifier Systems, MCS2004, Cagliari, Italy, in F. Roli, J. Kittler and T. Windeatt (Eds.), Lecture Notes in Computer Science, 3077:1-15, 2004.
    • L. I. Kuncheva. Classifier ensembles for changing environments. Proceedings 5th International Workshop on Multiple Classifier Systems, MCS2004, Cagliari, Italy, in F. Roli, J. Kittler and T. Windeatt (Eds.), Lecture Notes in Computer Science, 3077:1-15, 2004.
  • 6
    • 1542748813 scopus 로고    scopus 로고
    • M. Lazarescu and S. Venkatesh. Using selective memory to track concept effectively. In The Proceedings of the International Conference on Intelligent Systems and Control, 2003. 25-27 June 2003, pages 14-20, 2003.
    • M. Lazarescu and S. Venkatesh. Using selective memory to track concept effectively. In The Proceedings of the International Conference on Intelligent Systems and Control, 2003. 25-27 June 2003, pages 14-20, 2003.
  • 7
    • 38149140915 scopus 로고    scopus 로고
    • Detecting concept drift using statistical testing
    • K. Nishida and K. Yamauchi. Detecting concept drift using statistical testing. In Discovery Science, pages 264-269, 2007.
    • (2007) Discovery Science , pp. 264-269
    • Nishida, K.1    Yamauchi, K.2
  • 8
    • 85018095293 scopus 로고
    • Beyond incremental processing: Tracking concept drift
    • J. C. Schlimmer and R. H. Granger. Beyond incremental processing: Tracking concept drift. AAAI, pages 502-507, 1986.
    • (1986) AAAI , pp. 502-507
    • Schlimmer, J.C.1    Granger, R.H.2
  • 10
    • 26444562687 scopus 로고    scopus 로고
    • The problem of concept drift: Definitions and related work
    • Technical Report TCD-CS-2004-15, Department of Computer Science, Trinity College Dublin, Ireland
    • A. Tsymbal. The problem of concept drift: definitions and related work. Technical Report TCD-CS-2004-15, Department of Computer Science, Trinity College Dublin, Ireland, 2004.
    • (2004)
    • Tsymbal, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.