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Volumn 1, Issue , 2006, Pages 567-572

On multi-class cost-sensitive learning

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); COST ACCOUNTING; PROBLEM SOLVING;

EID: 33750737002     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (90)

References (18)
  • 2
    • 0003408496 scopus 로고    scopus 로고
    • Department of Information and Computer Science, Irvine, CA
    • Blake, C.; Keogh, E.; and Merz, C. J. 1998. UCI repository of machine learning databases. [http://www.ics.uci.edu/~mlearn/MLRepository.html], Department of Information and Computer Science, University of California, Irvine, CA.
    • (1998) UCI Repository of Machine Learning Databases
    • Blake, C.1    Keogh, E.2    Merz, C.J.3
  • 10
    • 0003562954 scopus 로고    scopus 로고
    • A simple generalisation of the area under the ROC curve for multiple class classification problems
    • Hand, D. J., and Till, R. J. 2001. A simple generalisation of the area under the ROC curve for multiple class classification problems. Machine Learning 45(2):171-186.
    • (2001) Machine Learning , vol.45 , Issue.2 , pp. 171-186
    • Hand, D.J.1    Till, R.J.2
  • 13
    • 0036565589 scopus 로고    scopus 로고
    • An instance-weighting method to induce cost-sensitive trees
    • Ting, K. M. 2002. An instance-weighting method to induce cost-sensitive trees. IEEE Transactions on Knowledge and Data Engineering 14(3):659-665.
    • (2002) IEEE Transactions on Knowledge and Data Engineering , vol.14 , Issue.3 , pp. 659-665
    • Ting, K.M.1
  • 15
    • 20844458491 scopus 로고    scopus 로고
    • Mining with rarity - Problems and solutions: A unifying framework
    • Weiss, G. M. 2004. Mining with rarity - problems and solutions: A unifying framework. SIGKDD Explorations 6(1):7-19.
    • (2004) SIGKDD Explorations , vol.6 , Issue.1 , pp. 7-19
    • Weiss, G.M.1
  • 18
    • 31344442851 scopus 로고    scopus 로고
    • Training cost-sensitive neural networks with methods addressing the class imbalance problem
    • Zhou, Z.-H., and Liu, X.-Y. 2006. Training cost-sensitive neural networks with methods addressing the class imbalance problem. IEEE Transactions on Knowledge and Data Engineering 18(1):63-77.
    • (2006) IEEE Transactions on Knowledge and Data Engineering , vol.18 , Issue.1 , pp. 63-77
    • Zhou, Z.-H.1    Liu, X.-Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.