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Volumn 3541, Issue , 2005, Pages 176-185

ACE: Adaptive classifiers-ensemble system for concept-drifting environments

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC NOISE; KNOWLEDGE ACQUISITION; PROBLEM SOLVING;

EID: 26444530040     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11494683_18     Document Type: Conference Paper
Times cited : (87)

References (15)
  • 4
    • 26944480552 scopus 로고    scopus 로고
    • A case-based technique for tracking concept drift in spam filtering
    • Department of Computer Science, Trinity College Dublin, Aug.
    • S.J. Delany, P. Cunningham, A. Tsymbal, and L. Coyle, "A case-based technique for tracking concept drift in spam filtering," Technical Report TCD-CS-2004-30, Department of Computer Science, Trinity College Dublin, Aug. 2004.
    • (2004) Technical Report , vol.TCD-CS-2004-30
    • Delany, S.J.1    Cunningham, P.2    Tsymbal, A.3    Coyle, L.4
  • 10
    • 0010012318 scopus 로고
    • Incremental learning from noisy data
    • J. Schlimmer and R.H. Granger, "Incremental learning from noisy data," Machine Learning, 1(3), pp. 317-354, 1986.
    • (1986) Machine Learning , vol.1 , Issue.3 , pp. 317-354
    • Schlimmer, J.1    Granger, R.H.2
  • 12
    • 26444562687 scopus 로고    scopus 로고
    • The problem of concept drift: Definitions and related work
    • Department of Computer Science, Trinity College Dublin, Apr.
    • A. Tsymbal, "The problem of concept drift: definitions and related work," Technical Report TCD-CS-2004-15, Department of Computer Science, Trinity College Dublin, Apr. 2004.
    • (2004) Technical Report , vol.TCD-CS-2004-15
    • Tsymbal, A.1
  • 14
    • 85019720843 scopus 로고
    • Effective learning in dynamic environments by explicit concept tracking
    • Springer-Verlag
    • G. Widmer and M. Kubat, "Effective learning in dynamic environments by explicit concept tracking," Proc. of the Sixth European Conference on Machine Learning, Springer-Verlag, pp. 227-243, 1993.
    • (1993) Proc. of the Sixth European Conference on Machine Learning , pp. 227-243
    • Widmer, G.1    Kubat, M.2
  • 15
    • 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, pp. 69-101, 1996.
    • (1996) Machine Learning , vol.23 , pp. 69-101
    • Widmer, G.1    Kubat, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.