메뉴 건너뛰기




Volumn , Issue , 2007, Pages 304-309

Model evaluation for prognostics: Estimating cost saving for the end users

Author keywords

AUC; Business gains; Data mining; Machine learning; Model evaluation; Prognostics; ROC; ROCCH

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; AIRCRAFT PARTS AND EQUIPMENT; ARTIFICIAL INTELLIGENCE; CONCRETES; DATA MINING; DECISION SUPPORT SYSTEMS; INFORMATION MANAGEMENT; KETONES; KNOWLEDGE MANAGEMENT; MINING; PLANNING; ROBOT LEARNING; SEARCH ENGINES;

EID: 47349100531     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2007.74     Document Type: Conference Paper
Times cited : (14)

References (13)
  • 2
    • 0004600921 scopus 로고
    • Signal Detection Theory and Psychophysics
    • D. Green and J. Swets, "Signal Detection Theory and Psychophysics", New Your Wiley, 1966
    • (1966) New Your Wiley
    • Green, D.1    Swets, J.2
  • 4
    • 0035283313 scopus 로고    scopus 로고
    • Robust Classification for Imprecise Environment
    • Foster Provost and Tom Fawcett, "Robust Classification for Imprecise Environment", Machine Learning, 42, pp. 203-231
    • Machine Learning , vol.42 , pp. 203-231
    • Provost, F.1    Fawcett, T.2
  • 5
    • 0031191630 scopus 로고    scopus 로고
    • The Use of the Area under the ROC Curve in the Evaluation of Machine Learning Algorithms
    • A.P. Bradley, "The Use of the Area under the ROC Curve in the Evaluation of Machine Learning Algorithms", Pattern Recognition, Vol. 30, pp. 1145-1159, 1997
    • (1997) Pattern Recognition , vol.30 , pp. 1145-1159
    • Bradley, A.P.1
  • 6
    • 84880794162 scopus 로고    scopus 로고
    • AUC: A Statistically Consistent and more Discriminating Measure than Accuracy
    • Charles X. Ling, Jin Huang, and Harry Zhang, "AUC: a Statistically Consistent and more Discriminating Measure than Accuracy", Proceedings of IJCAI 2003, pp. 519-524
    • (2003) Proceedings of IJCAI , pp. 519-524
    • Ling, C.X.1    Huang, J.2    Zhang, H.3
  • 7
    • 14644390912 scopus 로고    scopus 로고
    • Using AUC and Accuracy in Evaluating Learning Algorithms
    • March
    • Jin Huang, and Charles X. Ling, "Using AUC and Accuracy in Evaluating Learning Algorithms", IEEE Transactions on Knowledge and Data Engineering, Vol. 17, NO. 3, March 2005, pp. 299-310
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.3 , pp. 299-310
    • Huang, J.1    Ling, C.X.2
  • 9
    • 0021497874 scopus 로고
    • Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis
    • R.D. Banker, A. Chanes and W.W. Cooper, "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis", Management Science, Vol. 30 No. 9, pp. 1078-1092, 1984
    • (1984) Management Science , vol.30 , Issue.9 , pp. 1078-1092
    • Banker, R.D.1    Chanes, A.2    Cooper, W.W.3
  • 10
    • 47349090299 scopus 로고    scopus 로고
    • W. Cooper, L. Seiford, and K. Tone, Data Envelopment Analysis: A Comprehensive Text with Model, Applications, References, and DEA-solver Software, Dordrecht, Netherland: Kluwer Academic Publishers, 2002
    • W. Cooper, L. Seiford, and K. Tone, " Data Envelopment Analysis: A Comprehensive Text with Model, Applications, References, and DEA-solver Software", Dordrecht, Netherland: Kluwer Academic Publishers, 2002
  • 13
    • 0343603438 scopus 로고    scopus 로고
    • Data Mining for Prediction of Aircraft Component Replacement
    • December
    • S. Létourneau, F. Famili, and S. Matwin, "Data Mining for Prediction of Aircraft Component Replacement", IEEE Intelligent Systems Journal, Special Issue on Data Mining. December 1999. 59-6
    • (1999) IEEE Intelligent Systems Journal , Issue.SPEC. ISSUE ON DATA MINING , pp. 59-66
    • Létourneau, S.1    Famili, F.2    Matwin, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.