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Volumn 3720 LNAI, Issue , 2005, Pages 170-181

Learning and classifying under hard budgets

Author keywords

[No Author keywords available]

Indexed keywords

DATA DISTRIBUTION; HARD BUDGETS; LEARNER; LEARNING STRATEGIES;

EID: 33646406808     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11564096_20     Document Type: Conference Paper
Times cited : (42)

References (21)
  • 3
    • 0002370418 scopus 로고    scopus 로고
    • A tutorial on learning in bayesian networks
    • The MIT Press
    • Heckerman, D.: A tutorial on learning in bayesian networks. In: Learning in Graphical Models. The MIT Press (1999)
    • (1999) Learning in Graphical Models
    • Heckerman, D.1
  • 5
    • 84858877466 scopus 로고    scopus 로고
    • Website: http://www.cs.ualberta.ca/~greiner/RESEARCH/blweb.html (2005)
    • (2005)
  • 10
    • 0002593344 scopus 로고
    • Multi-interval discretization of continuous-valued attributes for classification learning
    • Fayyad, U., Irani, K.: Multi-interval discretization of continuous-valued attributes for classification learning. In: IJCAI. (1993)
    • (1993) IJCAI.
    • Fayyad, U.1    Irani, K.2
  • 18
    • 1442275185 scopus 로고    scopus 로고
    • Learning when training data are costly: The effect of class distribution on tree induction
    • Weiss, G.M., Provost, F.: Learning when training data are costly: the effect of class distribution on tree induction. Journal of Artificial Intelligence Research (2003)
    • (2003) Journal of Artificial Intelligence Research
    • Weiss, G.M.1    Provost, F.2
  • 19
    • 0000865580 scopus 로고
    • Cost-sensitive classification: Empirical evaluation of a hybrid genetic decision tree induction algorithm
    • Turney, P.: Cost-sensitive classification: empirical evaluation of a hybrid genetic decision tree induction algorithm. Journal of Artificial Intelligence Research (1995)
    • (1995) Journal of Artificial Intelligence Research
    • Turney, P.1


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