메뉴 건너뛰기




Volumn 37, Issue 6, 2010, Pages 4544-4555

Research on integrating different methods of neural networks with case-based reasoning and rule-based system to infer causes of notebook computer breakdown

Author keywords

Case based reasoning (CBR); Neural network; Notebook computer breakdown; Revised learning vector quantization (LVQ); Rule based system (RBS)

Indexed keywords

BACKPROPAGATION NETWORK; CASE-BASED REASONING (CBR); CBR; CLASSIFICATION ACCURACY; CLUSTERING INDEX; DATA EXTRACTION; DATA QUALITY; HANDLING TIME; INTERPRETABILITY; KNOWLEDGE CREATIONS; LEARNING VECTOR QUANTIZATION; LEARNING VECTOR QUANTIZATION NETWORKS; NOTE-BOOK COMPUTER; PREDICTION MODEL; RULE BASED REASONING; RULE BASED SYSTEM; SELECTION MODEL; THREE PHASIS;

EID: 77249146824     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2009.12.054     Document Type: Article
Times cited : (13)

References (24)
  • 1
    • 0345476309 scopus 로고    scopus 로고
    • Hierarchical clustering of self- organizing maps for cloud classification
    • Ambroise C., Sèze G., Badran F., and Thiria S. Hierarchical clustering of self- organizing maps for cloud classification. Neurocomputing 30 1-4 (2000) 47-52
    • (2000) Neurocomputing , vol.30 , Issue.1-4 , pp. 47-52
    • Ambroise, C.1    Sèze, G.2    Badran, F.3    Thiria, S.4
  • 2
    • 38649087011 scopus 로고    scopus 로고
    • Rule effectiveness in rule-based systems: A credit scoring case study
    • Arie B.D. Rule effectiveness in rule-based systems: A credit scoring case study. Expert Systems with Applications 34 (2008) 2783-2788
    • (2008) Expert Systems with Applications , vol.34 , pp. 2783-2788
    • Arie, B.D.1
  • 3
    • 16244364814 scopus 로고    scopus 로고
    • Application of a hybrid case-based reasoning approach in electroplating industry
    • Chan F.T.S. Application of a hybrid case-based reasoning approach in electroplating industry. Expert Systems with Applications 29 (2005) 121-130
    • (2005) Expert Systems with Applications , vol.29 , pp. 121-130
    • Chan, F.T.S.1
  • 4
    • 16244381765 scopus 로고    scopus 로고
    • A hybrid system combining self-organizing maps with case-based reasoning in wholesaler's new-release book forecasting
    • Chang P.C., and Lai C.Y. A hybrid system combining self-organizing maps with case-based reasoning in wholesaler's new-release book forecasting. Expert Systems with Applications 29 (2005) 183-192
    • (2005) Expert Systems with Applications , vol.29 , pp. 183-192
    • Chang, P.C.1    Lai, C.Y.2
  • 5
    • 0036468125 scopus 로고    scopus 로고
    • A case-based customer classification approach for direct marketing
    • Chiu C. A case-based customer classification approach for direct marketing. Expert Systems with Applications 22 (2002) 163-168
    • (2002) Expert Systems with Applications , vol.22 , pp. 163-168
    • Chiu, C.1
  • 6
    • 13644257906 scopus 로고    scopus 로고
    • Dynamic adaptive ensemble case-based reasoning: Application to stock market prediction
    • Chun S.H., and Park Y.J. Dynamic adaptive ensemble case-based reasoning: Application to stock market prediction. Expert Systems with Applications 28 (2003) 435-443
    • (2003) Expert Systems with Applications , vol.28 , pp. 435-443
    • Chun, S.H.1    Park, Y.J.2
  • 7
    • 61849159831 scopus 로고    scopus 로고
    • Online figure-ground segmentation with adaptive metrics in generalized LVQ
    • Denecke A., Wersing H., Steil J.J., and Korner E. Online figure-ground segmentation with adaptive metrics in generalized LVQ. Neurocomputing 72 7-9 (2009) 1470-1482
    • (2009) Neurocomputing , vol.72 , Issue.7-9 , pp. 1470-1482
    • Denecke, A.1    Wersing, H.2    Steil, J.J.3    Korner, E.4
  • 10
    • 1442359654 scopus 로고    scopus 로고
    • Using a hybrid rule-based approach in developing an intelligent tutoring system with knowledge acquisition and update capabilities
    • Ioannis H., and Jim P. Using a hybrid rule-based approach in developing an intelligent tutoring system with knowledge acquisition and update capabilities. Expert Systems with Applications 26 (2004) 477-492
    • (2004) Expert Systems with Applications , vol.26 , pp. 477-492
    • Ioannis, H.1    Jim, P.2
  • 11
    • 67349233084 scopus 로고    scopus 로고
    • Object detection by color histogram-based fuzzy classifier with support vector learning
    • Juang C.F., Sun W.K., and Chen G.C. Object detection by color histogram-based fuzzy classifier with support vector learning. Neurocomputing 72 10-12 (2009) 2464-2476
    • (2009) Neurocomputing , vol.72 , Issue.10-12 , pp. 2464-2476
    • Juang, C.F.1    Sun, W.K.2    Chen, G.C.3
  • 12
    • 33751190084 scopus 로고    scopus 로고
    • The expert system for assessing customer satisfaction on fragrance notes: Using artificial neural networks
    • Kengpol A., and Wangananon W. The expert system for assessing customer satisfaction on fragrance notes: Using artificial neural networks. Computers & Industrial Engineering 51 (2006) 567-584
    • (2006) Computers & Industrial Engineering , vol.51 , pp. 567-584
    • Kengpol, A.1    Wangananon, W.2
  • 13
    • 0035477890 scopus 로고    scopus 로고
    • Maintaining case-base reasoning systems using a genetic algorithms approach
    • Kim K.J., and Han I. Maintaining case-base reasoning systems using a genetic algorithms approach. Expert Systems with Applications 21 (2001) 139-145
    • (2001) Expert Systems with Applications , vol.21 , pp. 139-145
    • Kim, K.J.1    Han, I.2
  • 14
    • 0036722310 scopus 로고    scopus 로고
    • Integration of self-organizing feature map and K-means algorithm for market segmentation
    • Kuo R.J., Ho L.M., and Hu C.M. Integration of self-organizing feature map and K-means algorithm for market segmentation. Computers & Operations Research 29 (2002) 1475-1493
    • (2002) Computers & Operations Research , vol.29 , pp. 1475-1493
    • Kuo, R.J.1    Ho, L.M.2    Hu, C.M.3
  • 15
    • 0037397886 scopus 로고    scopus 로고
    • Evaluating consumer loans using neural Networks
    • Malhotra R., and Malhotra D.K. Evaluating consumer loans using neural Networks. Omega 31 (2003) 83-96
    • (2003) Omega , vol.31 , pp. 83-96
    • Malhotra, R.1    Malhotra, D.K.2
  • 16
    • 0039065140 scopus 로고    scopus 로고
    • Case discovery in cased-based reasoning
    • Mehdi M., and Owrang O. Case discovery in cased-based reasoning. Information Systems Management Winter (1998) 74-78
    • (1998) Information Systems Management , Issue.Winter , pp. 74-78
    • Mehdi, M.1    Owrang, O.2
  • 17
    • 0026945611 scopus 로고
    • Database design for predicative preventive maintenance system of automated manufacturing system
    • Okogbaa G., Huang J., and Shell R.L. Database design for predicative preventive maintenance system of automated manufacturing system. Computers & Industrial Engineering 23 1-4 (1992) 7-10
    • (1992) Computers & Industrial Engineering , vol.23 , Issue.1-4 , pp. 7-10
    • Okogbaa, G.1    Huang, J.2    Shell, R.L.3
  • 18
    • 0028392602 scopus 로고
    • Control chart pattern recognition using learning vector quantization networks
    • Pham D.T., and Oztemel E. Control chart pattern recognition using learning vector quantization networks. International Journal of Production Research 32 (1994) 721-729
    • (1994) International Journal of Production Research , vol.32 , pp. 721-729
    • Pham, D.T.1    Oztemel, E.2
  • 19
    • 0141887092 scopus 로고    scopus 로고
    • The collaborative filtering recommendation based on SOM cluster-indexing CBR
    • Roha T.H., Ohb K.J., and Han I. The collaborative filtering recommendation based on SOM cluster-indexing CBR. Expert Systems with Applications 25 (2003) 413-423
    • (2003) Expert Systems with Applications , vol.25 , pp. 413-423
    • Roha, T.H.1    Ohb, K.J.2    Han, I.3
  • 21
    • 33646132730 scopus 로고    scopus 로고
    • Applying knowledge structure to the usable fault diagnosis assistance system: A case study of motorcycle maintenance in Taiwan
    • Su K.W., Hwang S.L., and Chou Y.F. Applying knowledge structure to the usable fault diagnosis assistance system: A case study of motorcycle maintenance in Taiwan. Expert Systems with Applications 31 (2006) 370-382
    • (2006) Expert Systems with Applications , vol.31 , pp. 370-382
    • Su, K.W.1    Hwang, S.L.2    Chou, Y.F.3
  • 23
    • 37349101788 scopus 로고    scopus 로고
    • Optimizing back-propagation networks via a calibrated heuristic algorithm with an orthogonal array
    • Wang T.Y., and Huang C.Y. Optimizing back-propagation networks via a calibrated heuristic algorithm with an orthogonal array. Expert Systems with Applications 34 (2008) 1630-1641
    • (2008) Expert Systems with Applications , vol.34 , pp. 1630-1641
    • Wang, T.Y.1    Huang, C.Y.2
  • 24
    • 36148999486 scopus 로고    scopus 로고
    • A hierarchical genetic algorithm for segmentation of multi-spectral human-brain MRI
    • Yeh J.Y., and Fu J.C. A hierarchical genetic algorithm for segmentation of multi-spectral human-brain MRI. Expert Systems with Applications 34 (2008) 1285-1295
    • (2008) Expert Systems with Applications , vol.34 , pp. 1285-1295
    • Yeh, J.Y.1    Fu, J.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.