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Volumn 27, Issue 4, 2004, Pages 623-633

An integrated data mining and behavioral scoring model for analyzing bank customers

Author keywords

Association rule; Behavioral scoring model; Customer segmentation; Data mining; Neural network

Indexed keywords

BEHAVIORAL RESEARCH; CUSTOMER SATISFACTION; DATA RECORDING; DATABASE SYSTEMS; FINANCE; MANAGEMENT SCIENCE; MARKETING; NEURAL NETWORKS; STATISTICAL METHODS;

EID: 4544253224     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2004.06.007     Document Type: Article
Times cited : (198)

References (37)
  • 1
    • 0027621699 scopus 로고
    • Mining association rules between sets of items in large databases
    • Washington, DC
    • Agrawal, R., Imielinski, T., & Swami, A. (1993). Mining association rules between sets of items in large databases. Proceedings of the SIGMOD'93, Washington, DC, 207-216.
    • (1993) Proceedings of the SIGMOD'93 , pp. 207-216
    • Agrawal, R.1    Imielinski, T.2    Swami, A.3
  • 7
    • 21844509404 scopus 로고
    • Optimal selection for direct mail
    • Bull, J. R., & Wansbeek, T. (1995). Optimal selection for direct mail. Marketing Science, 14(4), 378-381.
    • (1995) Marketing Science , vol.14 , Issue.4 , pp. 378-381
    • Bull, J.R.1    Wansbeek, T.2
  • 8
    • 0037401347 scopus 로고    scopus 로고
    • Credit scoring and rejected instances reassigning through evolutionary computation techniques
    • Chen, M. C., & Huang, S. H. (2003). Credit scoring and rejected instances reassigning through evolutionary computation techniques. Expert Systems with Applications, 24, 433-441.
    • (2003) Expert Systems with Applications , vol.24 , pp. 433-441
    • Chen, M.C.1    Huang, S.H.2
  • 9
    • 0001344011 scopus 로고
    • Comparing the predictive performance of a neural network model with some traditional market response models
    • Dasgupta, C. G., Dispensa, G. S., & Ghose, S. (1994). Comparing the predictive performance of a neural network model with some traditional market response models. International Journal of Forecasting, 10, 235-244.
    • (1994) International Journal of Forecasting , vol.10 , pp. 235-244
    • Dasgupta, C.G.1    Dispensa, G.S.2    Ghose, S.3
  • 11
    • 0030291564 scopus 로고    scopus 로고
    • A comparison of neural networks and linear scoring models in the credit union environment
    • Desai, V. S., Crook, J. N., & Overstreet, G. A., Jr. (1996). A comparison of neural networks and linear scoring models in the credit union environment. European Journal of Operational Research, 95, 24-37.
    • (1996) European Journal of Operational Research , vol.95 , pp. 24-37
    • Desai, V.S.1    Crook, J.N.2    Overstreet Jr., G.A.3
  • 14
    • 0001550594 scopus 로고
    • Artificial neural networks - A new methodology for industrial market segmentation
    • Fish, K. E., Barnes J. H., & Aiken, M. W. (1995). Artificial neural networks - a new methodology for industrial market segmentation. Industrial Marketing Management, 24, 431-438.
    • (1995) Industrial Marketing Management , vol.24 , pp. 431-438
    • Fish, K.E.1    Barnes, J.H.2    Aiken, M.W.3
  • 17
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximations
    • Hornik, K., Stinchcombe, M., & White, H. (1989). Multilayer feedforward networks are universal approximations. Neural Networks, 2, 336-359.
    • (1989) Neural Networks , vol.2 , pp. 336-359
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 19
    • 1442286182 scopus 로고    scopus 로고
    • Managing loan customers using misclassification patterns of credit scoring model
    • Kim, Y. S., & Sohn, S. Y. (2004). Managing loan customers using misclassification patterns of credit scoring model. Expert Systems with Applications, 26, 567-573.
    • (2004) Expert Systems with Applications , vol.26 , pp. 567-573
    • Kim, Y.S.1    Sohn, S.Y.2
  • 24
    • 0037397886 scopus 로고    scopus 로고
    • Evaluating consumer loans using neural networks
    • Malhotra, R., & Malhotra, D. K. (2003). Evaluating consumer loans using neural networks. Omega, 31(2), 83-96.
    • (2003) Omega , vol.31 , Issue.2 , pp. 83-96
    • Malhotra, R.1    Malhotra, D.K.2
  • 25
    • 84951558914 scopus 로고
    • Classifying tourists into market segments: A neural network approach
    • Mazanec, J. A. (1992). Classifying tourists into market segments: a neural network approach. Journal of Travel and Tourism Marketing, 1(1), 39-59.
    • (1992) Journal of Travel and Tourism Marketing , vol.1 , Issue.1 , pp. 39-59
    • Mazanec, J.A.1
  • 29
    • 0032165187 scopus 로고    scopus 로고
    • Symbolic rule extraction from neural networks - An application to identifying organizations adopting IT
    • Setiono, R., Thong, J. Y. L., & Yap, C. S. (1998). Symbolic rule extraction from neural networks - an application to identifying organizations adopting IT. Information and Management, 34(2), 91-101.
    • (1998) Information and Management , vol.34 , Issue.2 , pp. 91-101
    • Setiono, R.1    Thong, J.Y.L.2    Yap, C.S.3
  • 30
    • 0000669406 scopus 로고    scopus 로고
    • Neural network experiments in business failures predication: A review of predictive performance issues
    • Sharda, R., & Wilson, R. (1996). Neural network experiments in business failures predication: a review of predictive performance issues. International Journal of Computational Intelligence and Organizations, 1(2), 107-117.
    • (1996) International Journal of Computational Intelligence and Organizations , vol.1 , Issue.2 , pp. 107-117
    • Sharda, R.1    Wilson, R.2
  • 32
    • 11344285341 scopus 로고    scopus 로고
    • Beyond market baskets: Generalizing association rules to dependence rules
    • Silverstein, C., Brin, S., & Motwani, R. (1998). Beyond market baskets: generalizing association rules to dependence rules. Data Mining and Knowledge Discovery, 2(1), 39-68.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.1 , pp. 39-68
    • Silverstein, C.1    Brin, S.2    Motwani, R.3
  • 34
    • 0001466281 scopus 로고    scopus 로고
    • A survey of credit and behavioural scoring: Forecasting financial risk of lending to consumers
    • Thomas, L. C. (2000). A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers. International Journal of Forecasting, 16, 149-172.
    • (2000) International Journal of Forecasting , vol.16 , pp. 149-172
    • Thomas, L.C.1
  • 35
  • 36
    • 0032640524 scopus 로고    scopus 로고
    • Artificial neural networks in bankruptcy prediction: General framework and cross-validation analysis
    • Zhang, G., Hu, M. Y., Patuwo, B. E., & Indro, D. C. (1999). Artificial neural networks in bankruptcy prediction: general framework and cross-validation analysis. European Journal of Operational Research, 116, 16-32.
    • (1999) European Journal of Operational Research , vol.116 , pp. 16-32
    • Zhang, G.1    Hu, M.Y.2    Patuwo, B.E.3    Indro, D.C.4
  • 37
    • 0028570720 scopus 로고
    • Sensitivity analysis for minimization of input data dimension for feedforward neural network
    • London, May 20-June 3
    • Zurada, J. M., Malinowski, A., & Cloete, I. (1994). Sensitivity analysis for minimization of input data dimension for feedforward neural network. IEEE International Symposium on Circuits and Systems, London, May 20-June 3.
    • (1994) IEEE International Symposium on Circuits and Systems
    • Zurada, J.M.1    Malinowski, A.2    Cloete, I.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.