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Volumn 5342 LNCS, Issue , 2008, Pages 510-519

Adaptive learning rate for online linear discriminant classifiers

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFIERS; COVARIANCE MATRIX; DISCRIMINANT ANALYSIS; LEARNING ALGORITHMS; LEARNING SYSTEMS; PATTERN RECOGNITION; SURFACE PLASMON RESONANCE; SYNTACTICS; TECHNICAL PRESENTATIONS;

EID: 58349105216     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-89689-0_55     Document Type: Conference Paper
Times cited : (26)

References (12)
  • 2
    • 34250091945 scopus 로고
    • Learning quickly when irrelevant attributes abound: A new linear threshold algorithm
    • Littlestone, N.: Learning quickly when irrelevant attributes abound: A new linear threshold algorithm. Machine Learning 2, 285-318 (1988)
    • (1988) Machine Learning , vol.2 , pp. 285-318
    • Littlestone, N.1
  • 3
    • 0035370643 scopus 로고    scopus 로고
    • General convergence results for linear discriminant updates
    • Grove, A., Littlestone, N., Schuurmans, D.: General convergence results for linear discriminant updates. Machine Learning 43(3), 179-210 (2001)
    • (2001) Machine Learning , vol.43 , Issue.3 , pp. 179-210
    • Grove, A.1    Littlestone, N.2    Schuurmans, D.3
  • 4
    • 33751029757 scopus 로고    scopus 로고
    • Using online linear classifiers to filter spam emails
    • Wang, B., Jones, G.J.F., Pan, W.: Using online linear classifiers to filter spam emails. Pattern Analysis and Applications 9(4), 339-351 (2006)
    • (2006) Pattern Analysis and Applications , vol.9 , Issue.4 , pp. 339-351
    • Wang, B.1    Jones, G.J.F.2    Pan, W.3
  • 5
    • 58349100642 scopus 로고    scopus 로고
    • Notes on single-pass online learning
    • Technical Report CMU-LTI-06-002, Carnegie Mellon University
    • Carvalho, V.R., Cohen, W.W.: Notes on single-pass online learning. Technical Report CMU-LTI-06-002, Carnegie Mellon University (2006)
    • (2006)
    • Carvalho, V.R.1    Cohen, W.W.2
  • 8
    • 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, 69-101 (1996)
    • (1996) Machine Learning , vol.23 , pp. 69-101
    • Widmer, G.1    Kubat, M.2
  • 10
    • 33749618778 scopus 로고    scopus 로고
    • Gama, J., Medas, P., Castillo, G., Rodrigues, P.: Learning with drift detection. In: Bazzan, A.L.C., Labidi, S. (eds.) SBIA 2004. LNCS, 3171, pp. 286-295. Springer, Heidelberg (2004)
    • Gama, J., Medas, P., Castillo, G., Rodrigues, P.: Learning with drift detection. In: Bazzan, A.L.C., Labidi, S. (eds.) SBIA 2004. LNCS, vol. 3171, pp. 286-295. Springer, Heidelberg (2004)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.