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Volumn 17, Issue 1, 2004, Pages 123-134

An investigation of a hybrid CBR method for failure mechanisms identification

Author keywords

Attribute weighting; Case based reasoning; Failure mechanisms; MLP neural networks

Indexed keywords

DATA REDUCTION; DATABASE SYSTEMS; EXPERT SYSTEMS; FAILURE ANALYSIS; MULTILAYER NEURAL NETWORKS; PROBLEM SOLVING;

EID: 1242287526     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2003.12.002     Document Type: Article
Times cited : (33)

References (23)
  • 1
    • 0024866495 scopus 로고
    • On the approximate realization of continuous mappings by neural networks
    • Funahashi K. On the approximate realization of continuous mappings by neural networks. Neural Networks. 2:1989;183-192.
    • (1989) Neural Networks , vol.2 , pp. 183-192
    • Funahashi, K.1
  • 3
    • 0029323496 scopus 로고
    • Expert and knowledge-based systems in failure analysis
    • Graham-Jones P.J., Mellor B.G. Expert and knowledge-based systems in failure analysis. Engineering Failure Analysis. 2(2):1995;137-149.
    • (1995) Engineering Failure Analysis , vol.2 , Issue.2 , pp. 137-149
    • Graham-Jones, P.J.1    Mellor, B.G.2
  • 4
    • 0025751820 scopus 로고
    • Approximation capabilities of multilayer feedforward networks
    • Hornik K. Approximation capabilities of multilayer feedforward networks. Neural Networks. 4:1991;251-257.
    • (1991) Neural Networks , vol.4 , pp. 251-257
    • Hornik, K.1
  • 5
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Hornik K., Stinchcombe M., White H. Multilayer feedforward networks are universal approximators. Neural Networks. 2:1989;359-366.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 6
    • 1242284857 scopus 로고
    • A multimedia information system for IC failure analysis
    • Hui S.C., Goh A., Lau L.H. A multimedia information system for IC failure analysis. The Computer Journal. 36(1):1993;97-105.
    • (1993) The Computer Journal , vol.36 , Issue.1 , pp. 97-105
    • Hui, S.C.1    Goh, A.2    Lau, L.H.3
  • 7
    • 0027576786 scopus 로고
    • Recognition of different fracture surface morphologies using computer image processing technique
    • Komai K., Minoshima K., Ishii S. Recognition of different fracture surface morphologies using computer image processing technique. JSME Int. J. Series A. 36(2):1993;220-227.
    • (1993) JSME Int. J. Series A , vol.36 , Issue.2 , pp. 220-227
    • Komai, K.1    Minoshima, K.2    Ishii, S.3
  • 8
    • 0030406461 scopus 로고    scopus 로고
    • MLP neural network models of CMM measuring processes
    • Liao T.W. MLP neural network models of CMM measuring processes. J. Intelligent Manufact. 7:1996;413-425.
    • (1996) J. Intelligent Manufact. , vol.7 , pp. 413-425
    • Liao, T.W.1
  • 9
    • 0032041322 scopus 로고    scopus 로고
    • Flexural strength of creep feed ground ceramics: General pattern, brittle-ductile transition, and MLP modeling
    • Liao T.W. Flexural strength of creep feed ground ceramics. general pattern, brittle-ductile transition, and MLP modeling Int. J. Mach. Tools Manufact. 38(4):1998;257-275.
    • (1998) Int. J. Mach. Tools Manufact. , vol.38 , Issue.4 , pp. 257-275
    • Liao, T.W.1
  • 10
    • 0028518773 scopus 로고
    • Neural network approach for grinding processes: Modeling and optimization
    • Liao T.W., Chen L.J. Neural network approach for grinding processes. modeling and optimization Int. J. Mach. Tools Manufact. 34(7):1994;917-937.
    • (1994) Int. J. Mach. Tools Manufact. , vol.34 , Issue.7 , pp. 917-937
    • Liao, T.W.1    Chen, L.J.2
  • 11
    • 0031996747 scopus 로고    scopus 로고
    • Manufacturing process modeling and optimization based on multi-layer perceptron networks
    • Liao T.W., Chen L.J. Manufacturing process modeling and optimization based on multi-layer perceptron networks. ASME Trans. J. Manufact. Sci. Eng. 120(1):1998;109-119.
    • (1998) ASME Trans. J. Manufact. Sci. Eng. , vol.120 , Issue.1 , pp. 109-119
    • Liao, T.W.1    Chen, L.J.2
  • 12
    • 0031121987 scopus 로고    scopus 로고
    • Extraction of welds from digitized radiographic images based on MLP neural networks
    • Liao T.W., Tang K. Extraction of welds from digitized radiographic images based on MLP neural networks. Appl. Artif. Intelligence. 11:1997;197-218.
    • (1997) Appl. Artif. Intelligence , vol.11 , pp. 197-218
    • Liao, T.W.1    Tang, K.2
  • 13
    • 0032089543 scopus 로고    scopus 로고
    • Similarity measures for retrieval in case based reasoning systems
    • Liao T.W., Zhang Z.-M., Mount C.R. Similarity measures for retrieval in case based reasoning systems. Appl. Artif. Intelligence. 12(4):1998;267-288.
    • (1998) Appl. Artif. Intelligence , vol.12 , Issue.4 , pp. 267-288
    • Liao, T.W.1    Zhang, Z.-M.2    Mount, C.R.3
  • 14
    • 0032595632 scopus 로고    scopus 로고
    • An integrated database and expert system for failure mechanism identification: Part I - Automated knowledge acquisition
    • Liao T.W., Zhan Z.-H., Mount C.R. An integrated database and expert system for failure mechanism identification. Part I - automated knowledge acquisition Eng. Failure Anal. 6(6):1999;387-406.
    • (1999) Eng. Failure Anal. , vol.6 , Issue.6 , pp. 387-406
    • Liao, T.W.1    Zhan, Z.-H.2    Mount, C.R.3
  • 15
    • 0032595625 scopus 로고    scopus 로고
    • An integrated database and expert system for failure mechanism identification: Part II - The system and performance testing
    • Liao T.W., Zhan Z.-H., Mount C.R. An integrated database and expert system for failure mechanism identification. Part II - the system and performance testing Eng. Failure Anal. 6(6):1999;407-421.
    • (1999) Eng. Failure Anal. , vol.6 , Issue.6 , pp. 407-421
    • Liao, T.W.1    Zhan, Z.-H.2    Mount, C.R.3
  • 16
    • 0033903582 scopus 로고    scopus 로고
    • A case-based reasoning approach to identifying failure mechanisms
    • Liao T.W., Zhang Z.-M., Mount C.R. A case-based reasoning approach to identifying failure mechanisms. Eng. Appl. Artif. Intelligence. 13(2):2000;199-213.
    • (2000) Eng. Appl. Artif. Intelligence , vol.13 , Issue.2 , pp. 199-213
    • Liao, T.W.1    Zhang, Z.-M.2    Mount, C.R.3
  • 17
    • 0025456563 scopus 로고
    • Boiler tube failure mechanism recognition - An expert system
    • Mayer P. Boiler tube failure mechanism recognition - an expert system. CIM Bull. 83(939):1990;92-95.
    • (1990) CIM Bull. , vol.83 , Issue.939 , pp. 92-95
    • Mayer, P.1
  • 18
    • 0022231895 scopus 로고
    • Efficient computer-aided failure analysis of integrated circuits using scanning electron microscopy
    • Oxford W.V., Propst R.H. Efficient computer-aided failure analysis of integrated circuits using scanning electron microscopy. IEEE Trans. Reliab. 34(5):1985;410-417.
    • (1985) IEEE Trans. Reliab. , vol.34 , Issue.5 , pp. 410-417
    • Oxford, W.V.1    Propst, R.H.2
  • 20
    • 0142221346 scopus 로고
    • General practice in failure analysis
    • Failure Analysis and Prevention, eighth ed. American Society for Metals, Metals Park, OH
    • Ryder, D. A., Davies, T. J., Brough, I., Hutings, F. R., 1975. General practice in failure analysis. In: Metal Handbook. Failure Analysis and Prevention, eighth ed., Vol. 10. American Society for Metals, Metals Park, OH, pp. 10-29.
    • (1975) Metal Handbook , vol.10 , pp. 10-29
    • Ryder, D.A.1    Davies, T.J.2    Brough, I.3    Hutings, F.R.4
  • 21
    • 0034187374 scopus 로고    scopus 로고
    • A hybrid approach of neural network and memory-based learning to data mining
    • Shin C.-K., Yun U.T., Kim H.K., Park S.C. A hybrid approach of neural network and memory-based learning to data mining. IEEE Trans. Neural Networks. 11(3):2000;637-646.
    • (2000) IEEE Trans. Neural Networks , vol.11 , Issue.3 , pp. 637-646
    • Shin, C.-K.1    Yun, U.T.2    Kim, H.K.3    Park, S.C.4
  • 22
    • 84974334700 scopus 로고
    • Case-based reasoning: A review
    • Watson I., Marir F. Case-based reasoning. a review Knowledge Eng. Rev. 9(4):1994;327-354.
    • (1994) Knowledge Eng. Rev. , vol.9 , Issue.4 , pp. 327-354
    • Watson, I.1    Marir, F.2
  • 23
    • 0028387642 scopus 로고
    • Neural networks: Applications in industry, business and science
    • Widrow B., Rumelhart D.E., Lehr M.A. Neural networks. applications in industry, business and science Commun. ACM. 37(3):1994;93-105.
    • (1994) Commun. ACM , vol.37 , Issue.3 , pp. 93-105
    • Widrow, B.1    Rumelhart, D.E.2    Lehr, M.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.