메뉴 건너뛰기




Volumn 17, Issue 1, 1999, Pages 51-70

Neural networks in business: A survey of applications (1992-1998)

Author keywords

Back propagation; Neural networks; Self organising maps

Indexed keywords


EID: 2042515742     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/s0957-4174(99)00016-0     Document Type: Article
Times cited : (366)

References (124)
  • 1
    • 0030525101 scopus 로고    scopus 로고
    • Market share forecasting: An empirical comparison of artificial neural networks and multinomial logit model
    • Agrawal, D., & Schorling, C. (1996). Market share forecasting: An empirical comparison of artificial neural networks and multinomial logit model. Journal of Retailing, 72 (4), 383-407.
    • (1996) Journal of Retailing , vol.72 , Issue.4 , pp. 383-407
    • Agrawal, D.1    Schorling, C.2
  • 2
    • 0031479869 scopus 로고    scopus 로고
    • Artificial neural systems as a research paradigm for the study of group decision support systems
    • Aiken, M. (1997). Artificial neural systems as a research paradigm for the study of group decision support systems. Group Decision and Negotiation, 6 (4), 373-382.
    • (1997) Group Decision and Negotiation , vol.6 , Issue.4 , pp. 373-382
    • Aiken, M.1
  • 3
    • 43949151078 scopus 로고
    • Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks
    • Altman, E. I., Marco, G., & Varetto, F. (1994). Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks. Journal of Banking and Finance, 18, 505-529.
    • (1994) Journal of Banking and Finance , vol.18 , pp. 505-529
    • Altman, E.I.1    Marco, G.2    Varetto, F.3
  • 5
    • 0031521799 scopus 로고    scopus 로고
    • Analyzing credit risk data: A comparison of logistic discrimination classification tree analysis and feedforward networks
    • Arminger, G., Enache, D., & Bonne, T. (1997). Analyzing credit risk data: A comparison of logistic discrimination classification tree analysis and feedforward networks. Computational Statistics, 12, 293-310.
    • (1997) Computational Statistics , vol.12 , pp. 293-310
    • Arminger, G.1    Enache, D.2    Bonne, T.3
  • 7
    • 0030407801 scopus 로고    scopus 로고
    • Neural networks and genetic algorithms for bankruptcy predictions
    • Back, B., Laitinen, T., & Sere, K. (1996). Neural networks and genetic algorithms for bankruptcy predictions. Expert Systems with Applications, 11 (4), 407-413.
    • (1996) Expert Systems with Applications , vol.11 , Issue.4 , pp. 407-413
    • Back, B.1    Laitinen, T.2    Sere, K.3
  • 9
    • 0011545399 scopus 로고
    • Neural networks: Practical retail applications
    • October
    • Belt, D. (1993). Neural networks: Practical retail applications. Discount Merchandiser, October, pp. 9-11.
    • (1993) Discount Merchandiser , pp. 9-11
    • Belt, D.1
  • 12
    • 0032486709 scopus 로고    scopus 로고
    • Decision support with neural networks in the management of research and development: Concepts and applications to cost estimation
    • Bode, J. (1998). Decision support with neural networks in the management of research and development: Concepts and applications to cost estimation. Information & Management, 34 (1), 33-40.
    • (1998) Information & Management , vol.34 , Issue.1 , pp. 33-40
    • Bode, J.1
  • 14
    • 0029492199 scopus 로고
    • Effectiveness of neural network types for prediction of business failure
    • Boritz, J. E., & Kennedy, D. B. (1995). Effectiveness of neural network types for prediction of business failure. Expert Systems With Applications, 9 (4), 503-512.
    • (1995) Expert Systems with Applications , vol.9 , Issue.4 , pp. 503-512
    • Boritz, J.E.1    Kennedy, D.B.2
  • 16
    • 0005294255 scopus 로고
    • Scoring puts up higher numbers
    • Borowsky, M. (1995). Scoring puts up higher numbers. US Banker, 105 (1), 63.
    • (1995) US Banker , vol.105 , Issue.1 , pp. 63
    • Borowsky, M.1
  • 17
    • 0001292966 scopus 로고    scopus 로고
    • The use of artificial neural networks in construction management: A review
    • Boussabaine, A. H. (1996). The use of artificial neural networks in construction management: a review. Construction Management and Economics, 14, 427-436.
    • (1996) Construction Management and Economics , vol.14 , pp. 427-436
    • Boussabaine, A.H.1
  • 18
    • 0030244622 scopus 로고    scopus 로고
    • An expert-simulation system for construction productivity forecasting
    • Boussabaine, A. H., & Duff, A. R. (1996). An expert-simulation system for construction productivity forecasting. Building Research and Information, 24 (5), 279-286.
    • (1996) Building Research and Information , vol.24 , Issue.5 , pp. 279-286
    • Boussabaine, A.H.1    Duff, A.R.2
  • 19
    • 0000583248 scopus 로고
    • Probabilistic interpretation of feedforward classification network outputs, with relationships to statistical pattern recognition
    • F. Fogelman Soulié & J. Hérault (Eds.), New York: Springer
    • Bridle, J. S. (1990). Probabilistic interpretation of feedforward classification network outputs, with relationships to statistical pattern recognition. In F. Fogelman Soulié & J. Hérault (Eds.), Neurocomputing: Algorithms, Architectures & Applications, (pp. 227). New York: Springer.
    • (1990) Neurocomputing: Algorithms, Architectures & Applications , pp. 227
    • Bridle, J.S.1
  • 21
    • 0001040806 scopus 로고    scopus 로고
    • Using Kohonen's self-organizing feature map to uncover automobile bodily injury claims fraud
    • Brockett, P. L., Xia, X. H., & Derrig, R. A. (1998). Using Kohonen's self-organizing feature map to uncover automobile bodily injury claims fraud. The Journal of Risk and Insurance, 65 (4), 245-274.
    • (1998) The Journal of Risk and Insurance , vol.65 , Issue.4 , pp. 245-274
    • Brockett, P.L.1    Xia, X.H.2    Derrig, R.A.3
  • 23
    • 35248833159 scopus 로고
    • Neural networks: Forecasting breakthrough or passing fad?
    • Chatfield, C. (1993). Neural networks: Forecasting breakthrough or passing fad? International Journal of Forecasting, 9, 1-3.
    • (1993) International Journal of Forecasting , vol.9 , pp. 1-3
    • Chatfield, C.1
  • 25
    • 0003166043 scopus 로고
    • The comparative ability of self-organizing neural networks to define cluster structure
    • Chen, S. K., Mangiameli, P., & West, D. (1995). The comparative ability of self-organizing neural networks to define cluster structure.. Omega: International Journal of Management Science, 23 (3), 271-279.
    • (1995) Omega: International Journal of Management Science , vol.23 , Issue.3 , pp. 271-279
    • Chen, S.K.1    Mangiameli, P.2    West, D.3
  • 26
    • 0028485121 scopus 로고
    • Neural network system for forecasting method selection
    • Chu, C-H., & Widjaja, D. (1994). Neural network system for forecasting method selection. Decision Support Systems, 12, 13-24.
    • (1994) Decision Support Systems , vol.12 , pp. 13-24
    • Chu, C.-H.1    Widjaja, D.2
  • 29
    • 0029492885 scopus 로고
    • Using pattern analysis methods to supplement attention-directing analytical procedures
    • Coakley, J. R. (1995). Using pattern analysis methods to supplement attention-directing analytical procedures. Expert Systems With Applications, 9 (4), 513-528.
    • (1995) Expert Systems with Applications , vol.9 , Issue.4 , pp. 513-528
    • Coakley, J.R.1
  • 30
    • 0002231440 scopus 로고
    • Cost estimation of timber bridges using neural networks
    • Creese, R. C., & Li, L. (1995). Cost estimation of timber bridges using neural networks.. Cost Engineering, 37 (5), 17-22.
    • (1995) Cost Engineering , vol.37 , Issue.5 , pp. 17-22
    • Creese, R.C.1    Li, L.2
  • 32
    • 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
  • 34
    • 9144235946 scopus 로고    scopus 로고
    • Government using neural nets to snag tax cheaters
    • Delahanty, P. (1996). Government using neural nets to snag tax cheaters. Computing Canada, 22 (16), 6.
    • (1996) Computing Canada , vol.22 , Issue.16 , pp. 6
    • Delahanty, P.1
  • 35
    • 84990617889 scopus 로고
    • Automatic knowledge acquisition and refinement for decision support: A connectionist inductive inference model
    • Deng, P-S. (1993). Automatic knowledge acquisition and refinement for decision support: A connectionist inductive inference model. Decision Sciences, 24 (2), 371-393.
    • (1993) Decision Sciences , vol.24 , Issue.2 , pp. 371-393
    • Deng, P.-S.1
  • 37
    • 0030291564 scopus 로고    scopus 로고
    • A comparison of neural networks and linear scoring models in the credit union environment
    • Desay, V. S., Crook, J. N., & Overstreet Jr., G. A. (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
    • Desay, V.S.1    Crook, J.N.2    Overstreet Jr., G.A.3
  • 38
    • 0038361618 scopus 로고
    • A neural network approach to residential property appraisal
    • Do, A. Q., & Grudintski, G. (1992). A neural network approach to residential property appraisal. The Real Estate Appraiser, 58 (3), 38-45.
    • (1992) The Real Estate Appraiser , vol.58 , Issue.3 , pp. 38-45
    • Do, A.Q.1    Grudintski, G.2
  • 39
    • 0028446878 scopus 로고
    • Decision support in non-conservative domains: Generalization with neural networks
    • Dutta, S., Shekhar, S., & Wong, W. Y. (1994). Decision support in non-conservative domains: Generalization with neural networks. Decision Support Systems, 11, 527-544.
    • (1994) Decision Support Systems , vol.11 , pp. 527-544
    • Dutta, S.1    Shekhar, S.2    Wong, W.Y.3
  • 41
    • 9144274686 scopus 로고
    • Neural networks and some applications to finance
    • Feldman, K., & Kingdon, J. (1995). Neural networks and some applications to finance.. Applied Mathematical Finance, 2 (1), 17-42.
    • (1995) Applied Mathematical Finance , vol.2 , Issue.1 , pp. 17-42
    • Feldman, K.1    Kingdon, J.2
  • 42
    • 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
  • 43
    • 0000152448 scopus 로고
    • Forecasting with neural networks: An application using bankruptcy data
    • Fletcher, D., & Goss, E. (1993). Forecasting with neural networks: An application using bankruptcy data. Information & Management, 24, 159-167.
    • (1993) Information & Management , vol.24 , pp. 159-167
    • Fletcher, D.1    Goss, E.2
  • 44
    • 0006031747 scopus 로고    scopus 로고
    • Beyond expert systems: Neural networks in accounting
    • Foltin, C., & Garceau, L. (1996). Beyond expert systems: neural networks in accounting. The National Public Accountant, 41 (6), 44-45.
    • (1996) The National Public Accountant , vol.41 , Issue.6 , pp. 44-45
    • Foltin, C.1    Garceau, L.2
  • 45
    • 0029241605 scopus 로고
    • Neural networks versus parameter-based applications in cost estimating
    • de la Garza, J. M., & Rouhana, K. G. (1995). Neural networks versus parameter-based applications in cost estimating. Cost Engineering, 37 (2), 14-18.
    • (1995) Cost Engineering , vol.37 , Issue.2 , pp. 14-18
    • De La Garza, J.M.1    Rouhana, K.G.2
  • 46
    • 0029779184 scopus 로고    scopus 로고
    • A methodology for simplification and interpretation of backpropagation-based neural network models
    • Glorfeld, L. W. (1996). A methodology for simplification and interpretation of backpropagation-based neural network models. Expert Systems With Applications, 10 (1), 37-54.
    • (1996) Expert Systems with Applications , vol.10 , Issue.1 , pp. 37-54
    • Glorfeld, L.W.1
  • 47
    • 0030270417 scopus 로고    scopus 로고
    • An improved method for developing neural networks: The case of evaluating commercial loan creditworthiness
    • Glorfeld, L. W., & Hardgrave, B. C. (1996). An improved method for developing neural networks: the case of evaluating commercial loan creditworthiness. Computers & Operations Research, 23 (10), 933-944.
    • (1996) Computers & Operations Research , vol.23 , Issue.10 , pp. 933-944
    • Glorfeld, L.W.1    Hardgrave, B.C.2
  • 48
    • 0003053374 scopus 로고
    • Research prospective on neural network forecasting
    • Gorr, W. L. (1994). Research prospective on neural network forecasting. International Journal of Forecasting, 10, 1-4.
    • (1994) International Journal of Forecasting , vol.10 , pp. 1-4
    • Gorr, W.L.1
  • 49
    • 0040674742 scopus 로고    scopus 로고
    • Using neural networks to identify competitive market structures from aggregate market response data
    • Gruca, T. S., & Klemz, B. R. (1998). Using neural networks to identify competitive market structures from aggregate market response data. Omega: International Journal of Management Science, 26 (1), 49-62.
    • (1998) Omega: International Journal of Management Science , vol.26 , Issue.1 , pp. 49-62
    • Gruca, T.S.1    Klemz, B.R.2
  • 51
    • 0002684238 scopus 로고    scopus 로고
    • Application of data mining tools to hotel data mart on the Intranet for database marketing
    • Ha, S. H., & Park, S. C. (1998). Application of data mining tools to hotel data mart on the Intranet for database marketing. Expert Systems With Applications, 15, 1-31.
    • (1998) Expert Systems with Applications , vol.15 , pp. 1-31
    • Ha, S.H.1    Park, S.C.2
  • 52
    • 0040453788 scopus 로고    scopus 로고
    • Statistical classification methods in consumer credit scoring: A review
    • Hand, D. J., & Henley, W. E. (1997). Statistical classification methods in consumer credit scoring: A review. Journal of the Royal Statistical Society A, 160 (3), 523-541.
    • (1997) Journal of the Royal Statistical Society A , vol.160 , Issue.3 , pp. 523-541
    • Hand, D.J.1    Henley, W.E.2
  • 53
    • 84985773782 scopus 로고
    • Artificial intelligence and generalized qualitative-response models: An empirical test on two audit decision-making domains
    • Hansen, J. V., McDonald, J. B., & Stice, J. D. (1992). Artificial intelligence and generalized qualitative-response models: An empirical test on two audit decision-making domains. Decision Sciences, 23, 708-723.
    • (1992) Decision Sciences , vol.23 , pp. 708-723
    • Hansen, J.V.1    McDonald, J.B.2    Stice, J.D.3
  • 55
    • 0028445840 scopus 로고
    • Neural network models for intelligent support of managerial decision making
    • Hill, T., & Remus, W. (1994). Neural network models for intelligent support of managerial decision making. Decision Support Systems, 11, 449-459.
    • (1994) Decision Support Systems , vol.11 , pp. 449-459
    • Hill, T.1    Remus, W.2
  • 56
    • 0029520510 scopus 로고
    • Neural network cost estimates for heart bypass surgery
    • Hoyt, R. E., & Lay, C. M. (1995). Neural network cost estimates for heart bypass surgery. Expert Systems With Applications, 9 (4), 529-542.
    • (1995) Expert Systems with Applications , vol.9 , Issue.4 , pp. 529-542
    • Hoyt, R.E.1    Lay, C.M.2
  • 57
    • 0027904982 scopus 로고
    • Determining market response functions by neural network modelling: A comparison to econometric techniques
    • Hruschka, H. (1993). Determining market response functions by neural network modelling: A comparison to econometric techniques. European Journal of Operational Research, 66, 27-35.
    • (1993) European Journal of Operational Research , vol.66 , pp. 27-35
    • Hruschka, H.1
  • 58
    • 0029729037 scopus 로고    scopus 로고
    • Residential construction demand forecasting using economic indicators: A comparative study of artificial neural networks and multiple regression
    • Hua, G. B. (1996). Residential construction demand forecasting using economic indicators: a comparative study of artificial neural networks and multiple regression. Construction Management and Economics, 14, 25-34.
    • (1996) Construction Management and Economics , vol.14 , pp. 25-34
    • Hua, G.B.1
  • 59
    • 0030167785 scopus 로고    scopus 로고
    • Simultaneous design and training of ontogenic neural network classifiers
    • Ignizio, J. P., & Soltys, J. R. (1996). Simultaneous design and training of ontogenic neural network classifiers. Computers & Operations Research, 23 (6), 535-546.
    • (1996) Computers & Operations Research , vol.23 , Issue.6 , pp. 535-546
    • Ignizio, J.P.1    Soltys, J.R.2
  • 61
    • 0003016153 scopus 로고    scopus 로고
    • Neural network for predicting the performance of credit card accounts
    • Jagielska, I., & Jaworski, J. (1996). Neural network for predicting the performance of credit card accounts. Computational Economics, 9 (1), 77-82.
    • (1996) Computational Economics , vol.9 , Issue.1 , pp. 77-82
    • Jagielska, I.1    Jaworski, J.2
  • 62
    • 0031288365 scopus 로고    scopus 로고
    • Performance evaluation of neural network decision models
    • Jain, B. A., & Nag, B. N. (1997). Performance evaluation of neural network decision models. Journal of Management Information Systems, 14 (2), 201-216.
    • (1997) Journal of Management Information Systems , vol.14 , Issue.2 , pp. 201-216
    • Jain, B.A.1    Nag, B.N.2
  • 63
    • 0013223507 scopus 로고    scopus 로고
    • A Neural network approach to discrete choice modelling
    • Jeng, J-M., & Fesenmaier, D. R. (1996). A Neural network approach to discrete choice modelling. Journal of Travel & Tourism Marketing, 5 ((1/2)), 119-144.
    • (1996) Journal of Travel & Tourism Marketing , vol.5 , Issue.1-2 , pp. 119-144
    • Jeng, J.-M.1    Fesenmaier, D.R.2
  • 64
    • 0003081097 scopus 로고
    • Using neural networks for credit scoring
    • Jensen, H. L. (1992). Using neural networks for credit scoring. Managerial Finance, 18 (6), 15-26.
    • (1992) Managerial Finance , vol.18 , Issue.6 , pp. 15-26
    • Jensen, H.L.1
  • 65
    • 0030414816 scopus 로고    scopus 로고
    • Integration of case-based forecasting, neural network and discriminant analysis for bankruptcy prediction
    • Jo, H., & Han, I. (1996). Integration of case-based forecasting, neural network and discriminant analysis for bankruptcy prediction. Expert Systems with Applications, 11 (4), 415-422.
    • (1996) Expert Systems with Applications , vol.11 , Issue.4 , pp. 415-422
    • Jo, H.1    Han, I.2
  • 66
    • 0031199479 scopus 로고    scopus 로고
    • Bankruptcy prediction using case-based reasoning, neural network and discriminant analysis
    • Jo, H., Han, I., & Lee, H. (1997). Bankruptcy prediction using case-based reasoning, neural network and discriminant analysis. Expert Systems With Applications, 13 (2), 97-108.
    • (1997) Expert Systems with Applications , vol.13 , Issue.2 , pp. 97-108
    • Jo, H.1    Han, I.2    Lee, H.3
  • 67
    • 0027627602 scopus 로고
    • Connectionist approaches to inexact reasoning and learning systems for executive and decision support-Conceptual design
    • Jung, D., & Burns, J. R. (1993). Connectionist approaches to inexact reasoning and learning systems for executive and decision support-Conceptual design. Decision Support Systems, 10, 37-66.
    • (1993) Decision Support Systems , vol.10 , pp. 37-66
    • Jung, D.1    Burns, J.R.2
  • 68
    • 0030645095 scopus 로고    scopus 로고
    • Modelling a class of decision problems using artificial neural networks
    • Kim, J. K., & Park, K. S. (1997). Modelling a class of decision problems using artificial neural networks. Expert Systems With Applications, 12 (2), 195-208.
    • (1997) Expert Systems with Applications , vol.12 , Issue.2 , pp. 195-208
    • Kim, J.K.1    Park, K.S.2
  • 69
    • 0345404391 scopus 로고    scopus 로고
    • Predicting bankruptcies with the self-organizing map
    • Kiviluoto, K. (1998). Predicting bankruptcies with the self-organizing map. Neurocomputing, 21 (1-3), 203-224.
    • (1998) Neurocomputing , vol.21 , Issue.1-3 , pp. 203-224
    • Kiviluoto, K.1
  • 70
    • 0001395037 scopus 로고
    • An empirical comparison of neural network and logistic regression models
    • Kumar, A., Rao, V. R., & Soni, H. (1995). An empirical comparison of neural network and logistic regression models. Marketing Letters, 6 (4), 251-263.
    • (1995) Marketing Letters , vol.6 , Issue.4 , pp. 251-263
    • Kumar, A.1    Rao, V.R.2    Soni, H.3
  • 71
    • 0030241497 scopus 로고    scopus 로고
    • Hybrid neural network models for bankruptcy predictions
    • Lee, K. C., Han, I., & Kwon, Y. (1996). Hybrid neural network models for bankruptcy predictions. Decision Support Systems, 18, 63-72.
    • (1996) Decision Support Systems , vol.18 , pp. 63-72
    • Lee, K.C.1    Han, I.2    Kwon, Y.3
  • 72
    • 84990571875 scopus 로고
    • The application of neural networks and a qualitative response model to the auditor's going concern uncertainty decision
    • Lenard, M. J., Alam, P., & Madey, G. R. (1995). The application of neural networks and a qualitative response model to the auditor's going concern uncertainty decision. Decision Sciences, 26 (2), 209-227.
    • (1995) Decision Sciences , vol.26 , Issue.2 , pp. 209-227
    • Lenard, M.J.1    Alam, P.2    Madey, G.R.3
  • 73
    • 0030110988 scopus 로고    scopus 로고
    • Neural network prediction analysis: The bankruptcy case
    • Leshno, M., & Spector, Y. (1996). Neural network prediction analysis: The bankruptcy case. Neurocomputing, 10, 125-147.
    • (1996) Neurocomputing , vol.10 , pp. 125-147
    • Leshno, M.1    Spector, Y.2
  • 74
    • 21744446056 scopus 로고    scopus 로고
    • A novel neural network technique for the valuation of residential property
    • Lewis, O. M., Ware, J. A., & Jenkins, D. (1997). A novel neural network technique for the valuation of residential property. Neural Computing & Applications, 5 (4), 224-229.
    • (1997) Neural Computing & Applications , vol.5 , Issue.4 , pp. 224-229
    • Lewis, O.M.1    Ware, J.A.2    Jenkins, D.3
  • 75
    • 0012513437 scopus 로고
    • Neural networks for construction cost estimation
    • Li, H. (1995). Neural networks for construction cost estimation. Building Research and Information, 23 (5), 279-284.
    • (1995) Building Research and Information , vol.23 , Issue.5 , pp. 279-284
    • Li, H.1
  • 77
    • 0031537091 scopus 로고    scopus 로고
    • Using the World Wide Web in accounting research: A huge step forward or a new constraint?
    • Lymer, A. M., Sangster, A., & Baldwing, A. A. (1997). Using the World Wide Web in accounting research: A huge step forward or a new constraint? British Accounting Review, 29, 395-407.
    • (1997) British Accounting Review , vol.29 , pp. 395-407
    • Lymer, A.M.1    Sangster, A.2    Baldwing, A.A.3
  • 78
    • 0001441372 scopus 로고
    • Probable networks and plausible predictions - A review of practical Bayesian methods for supervised neural networks network-computation in neural systems
    • MacKay, D. J. C. (1995). Probable networks and plausible predictions - a review of practical Bayesian methods for supervised neural networks network-computation in neural systems. Network: Computation in Neural Systems, 6, 469-505.
    • (1995) Network: Computation in Neural Systems , vol.6 , pp. 469-505
    • MacKay, D.J.C.1
  • 79
    • 0031729632 scopus 로고    scopus 로고
    • Econometrics or neural networks? - A study of marketing margins in the UK meat industry
    • Mainland, D. D. (1998). Econometrics or neural networks? - a study of marketing margins in the UK meat industry. Applied Economic Letters, 5 (9), 593-597.
    • (1998) Applied Economic Letters , vol.5 , Issue.9 , pp. 593-597
    • Mainland, D.D.1
  • 80
    • 84990557166 scopus 로고
    • Combining neural networks and statistical predictions to solve the classification problem in discriminant analysis
    • Markham, I. S., & Ragsdale, C. T. (1995). Combining neural networks and statistical predictions to solve the classification problem in discriminant analysis. Decision Sciences, 26 (2), 229-241.
    • (1995) Decision Sciences , vol.26 , Issue.2 , pp. 229-241
    • Markham, I.S.1    Ragsdale, C.T.2
  • 81
    • 0003389364 scopus 로고
    • Self-organizing neural networks for the analysis and representation of data: Some financial cases
    • Martin-del-Brio, B., & Serrano-Cinca, C. (1993). Self-organizing neural networks for the analysis and representation of data: Some financial cases. Neural Computing & Applications, 1, 193-206.
    • (1993) Neural Computing & Applications , vol.1 , pp. 193-206
    • Martin-del-Brio, B.1    Serrano-Cinca, C.2
  • 82
    • 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 & Tourism Marketing, 1 (1), 39-59.
    • (1992) Journal of Travel & Tourism Marketing , vol.1 , Issue.1 , pp. 39-59
    • Mazanec, J.A.1
  • 83
    • 9144226537 scopus 로고    scopus 로고
    • Predicting failure: A failure in prediction?
    • December
    • Morris, R. (1997). Predicting failure: A failure in prediction? Accountancy, December, pp. 152-153.
    • (1997) Accountancy , pp. 152-153
    • Morris, R.1
  • 85
    • 0000900876 scopus 로고
    • Skeletonization: A technique for trimming the fat from a network via relevance assessment
    • D. S. Touretzky (Ed.), San Mateo, CA: Morgan Kaufmann
    • Mozer, M. C., & Smolensky, P. (1989). Skeletonization: A technique for trimming the fat from a network via relevance assessment. In D. S. Touretzky (Ed.), Advances in neural information processing (1), San Mateo, CA: Morgan Kaufmann.
    • (1989) Advances in Neural Information Processing (1)
    • Mozer, M.C.1    Smolensky, P.2
  • 86
    • 0004401956 scopus 로고    scopus 로고
    • Hybrid classifiers for financial multicriteria decision making: The case of bankruptcy prediction
    • Olmeda, I., & Fernandez, E. (1997). Hybrid classifiers for financial multicriteria decision making: The case of bankruptcy prediction. Computational Economics, 10 (4), 317-335.
    • (1997) Computational Economics , vol.10 , Issue.4 , pp. 317-335
    • Olmeda, I.1    Fernandez, E.2
  • 88
    • 0032021890 scopus 로고    scopus 로고
    • Using feature construetion to improve the performance of neural networks
    • Piramuthu, S., Ravagan, H., & Shaw, M. J. (1998). Using feature construetion to improve the performance of neural networks. Management Science, 44 (3), 416-430.
    • (1998) Management Science , vol.44 , Issue.3 , pp. 416-430
    • Piramuthu, S.1    Ravagan, H.2    Shaw, M.J.3
  • 89
    • 0028448573 scopus 로고
    • A Classification approach using multi-layered neural networks
    • Piramuthu, S., Shaw, M. J., & Gentry, J. A. (1994). A Classification approach using multi-layered neural networks. Decision Support Systems, 11, 509-525.
    • (1994) Decision Support Systems , vol.11 , pp. 509-525
    • Piramuthu, S.1    Shaw, M.J.2    Gentry, J.A.3
  • 90
    • 9144267274 scopus 로고
    • Comments on 'Neural networks: Forecasting breakthrough or passing fad' by C. Chatfield
    • Refenes, A-P. N. (1994). Comments on 'Neural networks: Forecasting breakthrough or passing fad' by C. Chatfield. International Journal of Forecasting, 10, 43-46.
    • (1994) International Journal of Forecasting , vol.10 , pp. 43-46
    • Refenes, A.-P.N.1
  • 92
    • 0000140717 scopus 로고
    • Predicting consumer credit performance: Can neural networks outperform traditional statistical methods?
    • Richeson, L., Zimmermann, R. A., & Barnett, K. G. (1994). Predicting consumer credit performance: can neural networks outperform traditional statistical methods?. International Journal of Applied Expert Systems, 2 (2), 116-130.
    • (1994) International Journal of Applied Expert Systems , vol.2 , Issue.2 , pp. 116-130
    • Richeson, L.1    Zimmermann, R.A.2    Barnett, K.G.3
  • 93
    • 0039113402 scopus 로고
    • Neural networks - Automatic data analysis finds retail applications
    • January
    • Robins, G. (1993a). Neural networks - Automatic data analysis finds retail applications. Stores, January, pp. 39-42.
    • (1993) Stores , pp. 39-42
    • Robins, G.1
  • 94
    • 0005243852 scopus 로고
    • Credit scoring: Can retailers benefit from neural networks?
    • April
    • Robins, G. (1993b). Credit scoring: Can retailers benefit from neural networks? Stores, April, pp. 34-35.
    • (1993) Stores , pp. 34-35
    • Robins, G.1
  • 95
    • 84988828223 scopus 로고
    • Neural networks: A new tool for predicting thrift failures
    • Salchenberger, L. M., Cinar, E. M., & Lash, N. A. (1992). Neural networks: A new tool for predicting thrift failures. Decision Sciences, 23, 899-916.
    • (1992) Decision Sciences , vol.23 , pp. 899-916
    • Salchenberger, L.M.1    Cinar, E.M.2    Lash, N.A.3
  • 97
    • 0030190036 scopus 로고    scopus 로고
    • Self organizing neural networks for financial diagnosis
    • Serrano-Cinca, C. (1996). Self organizing neural networks for financial diagnosis. Decision Support Systems, 17, 227-238.
    • (1996) Decision Support Systems , vol.17 , pp. 227-238
    • Serrano-Cinca, C.1
  • 98
    • 0004398518 scopus 로고    scopus 로고
    • Feedforward neural networks in the classification of financial information
    • Serrano-Cinca, C. (1997). Feedforward neural networks in the classification of financial information. The European Journal of Finance, 3 (3), 183-202.
    • (1997) The European Journal of Finance , vol.3 , Issue.3 , pp. 183-202
    • Serrano-Cinca, C.1
  • 99
    • 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 & Management, 34 (2), 91-101.
    • (1998) Information & Management , vol.34 , Issue.2 , pp. 91-101
    • Setiono, R.1    Thong, J.Y.L.2    Yap, C.S.3
  • 101
    • 38248999836 scopus 로고
    • A neural-network-based approach for estimating the cost of assembly systems
    • Shtub, A., & Zimerman, Y. (1993). A neural-network-based approach for estimating the cost of assembly systems. International Journal of Production Economics, 32, 189-207.
    • (1993) International Journal of Production Economics , vol.32 , pp. 189-207
    • Shtub, A.1    Zimerman, Y.2
  • 102
    • 0031336193 scopus 로고    scopus 로고
    • Cost estimation predictive modelling: Regression versus neural network
    • Smith, A. E., & Mason, A. K. (1997). Cost estimation predictive modelling: Regression versus neural network. The Engineering Economist, 42 (2), 137-161.
    • (1997) The Engineering Economist , vol.42 , Issue.2 , pp. 137-161
    • Smith, A.E.1    Mason, A.K.2
  • 103
    • 9144261336 scopus 로고    scopus 로고
    • Artificial neural networks and the accounting method choice in the oil and gas industry
    • Spear, N. A., & Leis, M. (1997). Artificial neural networks and the accounting method choice in the oil and gas industry. Accounting Management & Information Technology, 7 (3), 169-181.
    • (1997) Accounting Management & Information Technology , vol.7 , Issue.3 , pp. 169-181
    • Spear, N.A.1    Leis, M.2
  • 104
    • 0028449092 scopus 로고
    • Neural networks for decision support
    • Tam, K. Y. (1994). Neural networks for decision support. Decision Support Systems, 11, 389-392.
    • (1994) Decision Support Systems , vol.11 , pp. 389-392
    • Tam, K.Y.1
  • 105
    • 84997479670 scopus 로고
    • Managerial applications of the neural networks: The case of bank failure predictions
    • Tam, K. Y., & Kiang, M. Y. (1992). Managerial applications of the neural networks: The case of bank failure predictions. Management Science, 38 (7), 926-947.
    • (1992) Management Science , vol.38 , Issue.7 , pp. 926-947
    • Tam, K.Y.1    Kiang, M.Y.2
  • 106
    • 0011545689 scopus 로고
    • Neural forecasts: A retail sales booster
    • Thall, N. (1992). Neural forecasts: A retail sales booster. Discount Merchandiser, 32 (10), 41-42.
    • (1992) Discount Merchandiser , vol.32 , Issue.10 , pp. 41-42
    • Thall, N.1
  • 107
    • 0005293336 scopus 로고    scopus 로고
    • A neural network for a loan application scoring system
    • Torsun, I. S. (1996). A neural network for a loan application scoring system. The New Review of Applied Expert Systems, 2, 47-62.
    • (1996) The New Review of Applied Expert Systems , vol.2 , pp. 47-62
    • Torsun, I.S.1
  • 108
    • 0001727672 scopus 로고
    • Neural network performance on the bankruptcy classification problem
    • Udo, G. (1993). Neural network performance on the bankruptcy classification problem. Computers and Industrial Engineering, 25 (1-3), 377-380.
    • (1993) Computers and Industrial Engineering , vol.25 , Issue.1-3 , pp. 377-380
    • Udo, G.1
  • 109
    • 0030572647 scopus 로고    scopus 로고
    • Massively parallel analog tabu search using neural networks applied to simple plant location problems
    • Vaithyanathan, S., Burke, L. L, & Magent, M. A. (1996). Massively parallel analog tabu search using neural networks applied to simple plant location problems. European Journal of Operational Research, 93, 317-330.
    • (1996) European Journal of Operational Research , vol.93 , pp. 317-330
    • Vaithyanathan, S.1    Burke, L.L.2    Magent, M.A.3
  • 110
    • 0001879213 scopus 로고
    • Neural networks and statistical techniques in marketing research: A conceptual comparison
    • Venugopal, V., & Baets, W. (1994). Neural networks and statistical techniques in marketing research: a conceptual comparison. Marketing Intelligence and Planning, 12 (7), 30-38.
    • (1994) Marketing Intelligence and Planning , vol.12 , Issue.7 , pp. 30-38
    • Venugopal, V.1    Baets, W.2
  • 111
    • 9144230955 scopus 로고
    • Neural network has jump on old methods for rating poster sites - But how did it do it?
    • Wallen, J. (1995). Neural network has jump on old methods for rating poster sites - but how did it do it?. Computergram International, 2, 2.
    • (1995) Computergram International , vol.2 , pp. 2
    • Wallen, J.1
  • 112
    • 0028381168 scopus 로고
    • A neural network technique in modelling multiple criteria multiple person decision making
    • Wang, S., & Archer, N. P. (1994). A neural network technique in modelling multiple criteria multiple person decision making. Computers & Operations Research, 21 (2), 127-142.
    • (1994) Computers & Operations Research , vol.21 , Issue.2 , pp. 127-142
    • Wang, S.1    Archer, N.P.2
  • 113
    • 0031283672 scopus 로고    scopus 로고
    • A comparative analysis of neural networks and statistical methods for predicting consumer choice
    • West, P. M., Brockett, P. L., & Golden, L. L. (1997). A comparative analysis of neural networks and statistical methods for predicting consumer choice. Marketing Science, 16 (4), 370-391.
    • (1997) Marketing Science , vol.16 , Issue.4 , pp. 370-391
    • West, P.M.1    Brockett, P.L.2    Golden, L.L.3
  • 114
    • 0040891620 scopus 로고
    • Predicting market responses with a neural network: The case of fast moving consumer goods
    • van Wezel, M. C., & Baets, W. R. J. (1995). Predicting market responses with a neural network: the case of fast moving consumer goods. Marketing Intelligence & Planning, 13 (7), 23-30.
    • (1995) Marketing Intelligence & Planning , vol.13 , Issue.7 , pp. 23-30
    • Van Wezel, M.C.1    Baets, W.R.J.2
  • 115
    • 0031103207 scopus 로고    scopus 로고
    • Sub-symbolic management decision support system: An application of neural networks in management
    • Willems, T. M., & Brandts, L. E. M. W. (1997). Sub-symbolic management decision support system: an application of neural networks in management. Production Planning & Control, 8 (2), 123-132.
    • (1997) Production Planning & Control , vol.8 , Issue.2 , pp. 123-132
    • Willems, T.M.1    Brandts, L.E.M.W.2
  • 116
    • 0029525717 scopus 로고
    • Refining a neural network credit application vetting system with a genetic algorithm
    • Williamson, A. G. (1995). Refining a neural network credit application vetting system with a genetic algorithm. Journal of Microcomputer Applications, 18, 261-277.
    • (1995) Journal of Microcomputer Applications , vol.18 , pp. 261-277
    • Williamson, A.G.1
  • 117
    • 0028447093 scopus 로고
    • A neural network approach to decision alternative prioritization
    • Wilson, R. L. (1994). A neural network approach to decision alternative prioritization. Decision Support Systems, 11, 431-447.
    • (1994) Decision Support Systems , vol.11 , pp. 431-447
    • Wilson, R.L.1
  • 118
    • 0028444978 scopus 로고
    • Bankruptcy prediction using neural networks
    • Wilson, R. L., & Sharda, R. (1994). Bankruptcy prediction using neural networks. Decision Support Systems, 11, 545-557.
    • (1994) Decision Support Systems , vol.11 , pp. 545-557
    • Wilson, R.L.1    Sharda, R.2
  • 119
    • 0031125026 scopus 로고    scopus 로고
    • Neural network applications in business: A review and analysis of the literature (1988-1995)
    • Wong, B. K., Bodnovich, T. A., & Selvi, Y. (1997). Neural network applications in business: A review and analysis of the literature (1988-1995). Decision Support Systems, 19, 301-320.
    • (1997) Decision Support Systems , vol.19 , pp. 301-320
    • Wong, B.K.1    Bodnovich, T.A.2    Selvi, Y.3
  • 120
    • 0001626809 scopus 로고
    • An exploration of neural networks and its application to real estate evaluation
    • Worzala, E., Lenk, M., & Silva, A. (1995). An exploration of neural networks and its application to real estate evaluation. The Journal of Real Estate Research, 10 (2), 185-201.
    • (1995) The Journal of Real Estate Research , vol.10 , Issue.2 , pp. 185-201
    • Worzala, E.1    Lenk, M.2    Silva, A.3
  • 121
    • 0043003707 scopus 로고
    • Predicting prepayment rates for mortgages using the Cascade Correlation learning algorithm
    • Yamamoto, Y., & Zenios, S. A. (1993). Predicting prepayment rates for mortgages using the Cascade Correlation learning algorithm. Journal of Fixed Income, 2 (4), 86-96.
    • (1993) Journal of Fixed Income , vol.2 , Issue.4 , pp. 86-96
    • Yamamoto, Y.1    Zenios, S.A.2
  • 122
    • 0029459592 scopus 로고    scopus 로고
    • Project report: Split-Up - A legal expert system which determines property division upon divorce
    • Zeleznikov, J., Strainieri, A., & Gawler, M. (1996). Project report: Split-Up - A legal expert system which determines property division upon divorce. Artificial Intelligence and Law, 3 (4), 267-275.
    • (1996) Artificial Intelligence and Law , vol.3 , Issue.4 , pp. 267-275
    • Zeleznikov, J.1    Strainieri, A.2    Gawler, M.3
  • 123
    • 0030571406 scopus 로고    scopus 로고
    • Feature-based cost estimation for packaging products using neural networks
    • Zhang, Y. F., Fuh, J. Y. H., & Chan, W. T. (1996). Feature-based cost estimation for packaging products using neural networks. Computers in Industry, 32 (1), 95-113.
    • (1996) Computers in Industry , vol.32 , Issue.1 , pp. 95-113
    • Zhang, Y.F.1    Fuh, J.Y.H.2    Chan, W.T.3
  • 124
    • 0003123930 scopus 로고    scopus 로고
    • Forecasting with artificial neural networks: The state of the art
    • Zhang, G., Patuwo, B. E., & Hu, M. Y. (1998). Forecasting with artificial neural networks: The state of the art. International Journal of Forecasting, 14 (1), 35-62.
    • (1998) International Journal of Forecasting , vol.14 , Issue.1 , pp. 35-62
    • Zhang, G.1    Patuwo, B.E.2    Hu, M.Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.