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Volumn , Issue , 2007, Pages 17-24

Online classification for complex problems using simultaneous projections

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMIC FRAMEWORK; COMPLEX PROBLEMS; GENERAL METHOD; LINEAR CONSTRAINTS; MISTAKE BOUND MODELS; MULTI-CLASS; ON-LINE CLASSIFICATION; PREDICTION TASKS; PROJECTION METHOD; PROJECTION SCHEMES; TEXT CATEGORIZATION;

EID: 70049105120     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (3)

References (13)
  • 2
    • 0141496132 scopus 로고    scopus 로고
    • Ultraconservative online algorithms for multiclass problems
    • K. Crammer and Y. Singer. Ultraconservative online algorithms for multiclass problems. J. of Machine Learning Res., 3:951-991, 2003.
    • (2003) J. of Machine Learning Res. , vol.3 , pp. 951-991
    • Crammer, K.1    Singer, Y.2
  • 5
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • August
    • Yoav Freund and Robert E. Schapire. A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences, 55(1):119-139, August 1997.
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 7
    • 0033905095 scopus 로고    scopus 로고
    • BoosTexter: A boosting-based system for text categorization
    • R.E. Schapire and Y. Singer. BoosTexter: A boosting-based system for text categorization. Machine Learning, 32(2/3), 2000.
    • (2000) Machine Learning , vol.32 , Issue.2-3
    • Schapire, R.E.1    Singer, Y.2
  • 8
    • 11144273669 scopus 로고
    • The perceptron: A probabilistic model for information storage and organization in the brain
    • F. Rosenblatt. The perceptron: A probabilistic model for information storage and organization in the brain. Psychological Review, 65:386-407, 1958.
    • (1958) Psychological Review , vol.65 , pp. 386-407
    • Rosenblatt, F.1
  • 9
    • 0004159672 scopus 로고
    • MIT Press
    • (Reprinted in Neurocomputing (MIT Press, 1988).).
    • (1988) Neurocomputing
  • 12
    • 34250091945 scopus 로고
    • Learning when irrelevant attributes abound: A new linear-threshold algorithm
    • N. Littlestone. Learning 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
  • 13
    • 0008815681 scopus 로고    scopus 로고
    • Exponentiated gradient versus gradient descent for linear predictors
    • January
    • J. Kivinen and M. Warmuth. Exponentiated gradient versus gradient descent for linear predictors. Information and Computation, 132(1):1-64, January 1997.
    • (1997) Information and Computation , vol.132 , Issue.1 , pp. 1-64
    • Kivinen, J.1    Warmuth, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.