-
1
-
-
49549093161
-
Financial decision support using neural networks and support vector machines
-
Tsai, C. Financial decision support using neural networks and support vector machines. Expert Syst 2008, 25, 380-393.
-
(2008)
Expert Syst
, vol.25
, pp. 380-393
-
-
Tsai, C.1
-
3
-
-
0034118581
-
Neural network credit scoring models
-
West, D. Neural network credit scoring models. Comput Oper Res 2000, 27, 1131-1152.
-
(2000)
Comput Oper Res
, vol.27
, pp. 1131-1152
-
-
West, D.1
-
4
-
-
0036776547
-
Credit scoring using the hybrid neural discriminant technique
-
Lee, T.S.; Chiu, C.C.; Lu, C.J.; Chen, I.F. Credit scoring using the hybrid neural discriminant technique. Expert Syst Appl 2002, 23, 245-254.
-
(2002)
Expert Syst Appl
, vol.23
, pp. 245-254
-
-
Lee, T.S.1
Chiu, C.C.2
Lu, C.J.3
Chen, I.F.4
-
8
-
-
60249096424
-
Prediction model building with clustering-launched classification and support vector machines in credit scoring
-
Luo, Sh-T.; Cheng B-W.; Hsieh Ch-H. Prediction model building with clustering-launched classification and support vector machines in credit scoring. Expert Syst Appl 2009, 36, 7562-7566.
-
(2009)
Expert Syst Appl
, vol.36
, pp. 7562-7566
-
-
Luo, S.-T.1
Cheng, B.-W.2
Hsieh, C.-H.3
-
9
-
-
0035546592
-
Default probabilities in a corporate bank portfolio: A logistic model approach
-
Westgaard, S.; Van der Wijst, N. Default probabilities in a corporate bank portfolio: A logistic model approach. Eur J Opera Res 2001, 135, 338-349.
-
(2001)
Eur J Opera Res
, vol.135
, pp. 338-349
-
-
Westgaard, S.1
Van der Wijst, N.2
-
10
-
-
85020873960
-
Predicting corporate failure: Empirical evidence for the UK
-
Charitou, A.; Neophytou, E.; Charalambous, C. Predicting corporate failure: Empirical evidence for the UK. Eur Account Rev 2004, 13, 465-497.
-
(2004)
Eur Account Rev
, vol.13
, pp. 465-497
-
-
Charitou, A.1
Neophytou, E.2
Charalambous, C.3
-
11
-
-
0033277431
-
Dynamics of modeling in data mining: Interpretive approach to bankruptcy prediction
-
Lee, G.; Sung, T.K.; Chang, N. Dynamics of modeling in data mining: Interpretive approach to bankruptcy prediction. J Manag Inform Syst 1999, 16, 63-85.
-
(1999)
J Manag Inform Syst
, vol.16
, pp. 63-85
-
-
Lee, G.1
Sung, T.K.2
Chang, N.3
-
12
-
-
17844382437
-
A two-stage hybrid credit scoring model using artificial neural networks and multivariate adaptive regression splines
-
Lee, T.S.; Chen, I.F. A two-stage hybrid credit scoring model using artificial neural networks and multivariate adaptive regression splines. Expert Syst Appl 2005, 28, 743-752.
-
(2005)
Expert Syst Appl
, vol.28
, pp. 743-752
-
-
Lee, T.S.1
Chen, I.F.2
-
13
-
-
56349130760
-
Support vector machines for credit scoring and discovery of significant features
-
Bellotti, T.; Crook, J. Support vector machines for credit scoring and discovery of significant features. Expert Syst Appl 2008, 36, 3302-3308.
-
(2008)
Expert Syst Appl
, vol.36
, pp. 3302-3308
-
-
Bellotti, T.1
Crook, J.2
-
14
-
-
0003856524
-
-
San Rafael, CA, SPSS Inc.
-
(a) Sharma, S. Applied Multivariate Techniques; Wiley: New York, NY, 1995; (b) SPSS 1997-Statistic Modeling for Windows 95/98/NT; San Rafael, CA, SPSS Inc., 1998.
-
(1998)
Applied Multivariate Techniques; Wiley: New York, NY, 1995; (b) SPSS 1997-Statistic Modeling for Windows 95/98/NT
-
-
Sharma, S.1
-
15
-
-
1442307841
-
Bayesian network classifiers for identifying the slope of the customer-Lifecycle of long-life customers
-
Baesens, B.; Verstraeten, G.; Poel, D.V.D., Egmont-Petersen, M.; Kenhove, P.V.; Vanthienen, J. Bayesian network classifiers for identifying the slope of the customer-Lifecycle of long-life customers. Eur J Oper Res 2004, 156, 508-523.
-
(2004)
Eur J Oper Res
, vol.156
, pp. 508-523
-
-
Baesens, B.1
Verstraeten, G.2
Poel, D.V.D.3
Egmont-Petersen, M.4
Kenhove, P.V.5
Vanthienen, J.6
-
16
-
-
33846660949
-
Using Bayesian networks for bankruptcy prediction: Some methodological issues
-
Sun, L.; Shenoy, P.P. Using Bayesian networks for bankruptcy prediction: Some methodological issues. Eur J Oper Res 2007, 180, 738-753.
-
(2007)
Eur J Oper Res
, vol.180
, pp. 738-753
-
-
Sun, L.1
Shenoy, P.P.2
-
17
-
-
73349136017
-
Two-group classification using the bayesian data reduction algorithm
-
Kline, D.M. Two-group classification using the bayesian data reduction algorithm. Complexity 2010, 15, 43-49.
-
(2010)
Complexity
, vol.15
, pp. 43-49
-
-
Kline, D.M.1
-
18
-
-
34047126555
-
Credit scoring with a data mining approach based on support vector machines
-
Huang, C.L.; Chen, M.C.; Wang, C.J. Credit scoring with a data mining approach based on support vector machines. Expert Syst Appl 2007, 33, 847-856.
-
(2007)
Expert Syst Appl
, vol.33
, pp. 847-856
-
-
Huang, C.L.1
Chen, M.C.2
Wang, C.J.3
-
19
-
-
33644600030
-
Two-stage genetic programming (2SGP) for the credit scoring model
-
Huang, J.-J.; Tzeng, G.-H.; Ong, C.-S. Two-stage genetic programming (2SGP) for the credit scoring model. Appl Math Comput 2006, 174, 1039-1053.
-
(2006)
Appl Math Comput
, vol.174
, pp. 1039-1053
-
-
Huang, J.-J.1
Tzeng, G.-H.2
Ong, C.-S.3
-
20
-
-
0037401347
-
Credit scoring and rejected instances reassigning through evolutionary computation techniques
-
Chen, M.C.; Huang, S.H. Credit scoring and rejected instances reassigning through evolutionary computation techniques. Expert Syst Appl 2003, 24, 433-441.
-
(2003)
Expert Syst Appl
, vol.24
, pp. 433-441
-
-
Chen, M.C.1
Huang, S.H.2
-
21
-
-
58149468814
-
Improvement of auto-regressive integrated moving average models using fuzzy logic and artificial neural networks (ANNs)
-
Khashei, M.; Bijari, M.; Raissi, Gh.A. Improvement of auto-regressive integrated moving average models using fuzzy logic and artificial neural networks (ANNs). Neurocomputing 2009, 72, 956-967.
-
(2009)
Neurocomputing
, vol.72
, pp. 956-967
-
-
Khashei, M.1
Bijari, M.2
Raissi, G.3
-
22
-
-
45749116590
-
Enhanced fuzzy system models with improved fuzzy clustering algorithm
-
Celikyilmaz, A.; Turksen, I.B. Enhanced fuzzy system models with improved fuzzy clustering algorithm. IEEE Trans Fuzzy Syst 2008, 16, 779-794.
-
(2008)
IEEE Trans Fuzzy Syst
, vol.16
, pp. 779-794
-
-
Celikyilmaz, A.1
Turksen, I.B.2
-
23
-
-
84861008516
-
Combining seasonal ARIMA models with computational intelligence techniques for time series forecasting
-
Khashei, M.; Bijari, M.; Hejazi, S.R. Combining seasonal ARIMA models with computational intelligence techniques for time series forecasting. Soft Comput 2012, 16, 1091-1105.
-
(2012)
Soft Comput
, vol.16
, pp. 1091-1105
-
-
Khashei, M.1
Bijari, M.2
Hejazi, S.R.3
-
24
-
-
80255123447
-
A novel hybrid classification model of artificial neural networks and multiple linear regression models
-
Khashei, M.; Hamadani, A.Z.; Bijari M. A novel hybrid classification model of artificial neural networks and multiple linear regression models. Expert Syst Appl 2012, 39, 2606-2620.
-
(2012)
Expert Syst Appl
, vol.39
, pp. 2606-2620
-
-
Khashei, M.1
Hamadani, A.Z.2
Bijari, M.3
-
25
-
-
0036776547
-
Credit scoring using the hybrid neural discriminate technique
-
Lee, T.S.; Chiu, C.C.; Lu, C.J.; Chen, I.F. Credit scoring using the hybrid neural discriminate technique. Expert Syst Appl 2002, 23, 245-254.
-
(2002)
Expert Syst Appl
, vol.23
, pp. 245-254
-
-
Lee, T.S.1
Chiu, C.C.2
Lu, C.J.3
Chen, I.F.4
-
26
-
-
17844388095
-
Hybrid mining approach in the design of credit scoring models
-
Hsieh, N-Ch. Hybrid mining approach in the design of credit scoring models. Expert Syst Appl 2005, 28, 655-665.
-
(2005)
Expert Syst Appl
, vol.28
, pp. 655-665
-
-
Hsieh, N.-C.1
-
27
-
-
60249096424
-
Prediction model building with clustering-launched classification and support vector machines in credit scoring
-
Luo, Sh-T.; Cheng B-W.; Hsieh Ch-H. Prediction model building with clustering-launched classification and support vector machines in credit scoring. Expert Syst Appl 2009, 36, 7562-7566.
-
(2009)
Expert Syst Appl
, vol.36
, pp. 7562-7566
-
-
Luo, S.-T.1
Cheng, B.-W.2
Hsieh, C.-H.3
-
28
-
-
34047126555
-
Credit scoring with a data mining approach based on support vector machines
-
Hung, C.L.; Chen, M.C.; Wang, C.J. Credit scoring with a data mining approach based on support vector machines. Expert Syst Appl 2007, 33, 847-856.
-
(2007)
Expert Syst Appl
, vol.33
, pp. 847-856
-
-
Hung, C.L.1
Chen, M.C.2
Wang, C.J.3
-
29
-
-
79953751205
-
An evolution strategy-based multiple kernels multi-criteria programming approach: The case of credit decision making
-
Li, J.; Wei, L.; Li, G.; Xu, W. An evolution strategy-based multiple kernels multi-criteria programming approach: The case of credit decision making. Decis Support Syst 2011, 51, 292-298.
-
(2011)
Decis Support Syst
, vol.51
, pp. 292-298
-
-
Li, J.1
Wei, L.2
Li, G.3
Xu, W.4
-
30
-
-
49049083658
-
Uncertainty modeling of improved fuzzy functions with evolutionary systems
-
Celikyilmaz, A.; Turksen, I.B. Uncertainty modeling of improved fuzzy functions with evolutionary systems. IEEE Trans Syst Man Cyber 2008, 38, 1098-1110.
-
(2008)
IEEE Trans Syst Man Cyber
, vol.38
, pp. 1098-1110
-
-
Celikyilmaz, A.1
Turksen, I.B.2
-
31
-
-
77950189091
-
Combination of feature selection approaches with SVM in credit scoring
-
Chen, F-L.; Li, F-Ch. Combination of feature selection approaches with SVM in credit scoring. Expert Syst Appl 2010, 37, 4902-4909.
-
(2010)
Expert Syst Appl
, vol.37
, pp. 4902-4909
-
-
Chen, F.-L.1
Li, F.-C.2
-
32
-
-
80255123800
-
Does segmentation always improve model performance in credit scoring
-
Bijak, K.; Thomas, L.C. Does segmentation always improve model performance in credit scoring. Expert Syst Appl 2012, 39, 2433-2442.
-
(2012)
Expert Syst Appl
, vol.39
, pp. 2433-2442
-
-
Bijak, K.1
Thomas, L.C.2
-
33
-
-
80255141890
-
A hybrid approach to integrate genetic algorithm into dual scoring model in enhancing the performance of credit scoring model
-
Chi B-W.; Hsu, Ch-Ch. A hybrid approach to integrate genetic algorithm into dual scoring model in enhancing the performance of credit scoring model. Expert Syst Appl 2012, 39, 2650-2661.
-
(2012)
Expert Syst Appl
, vol.39
, pp. 2650-2661
-
-
Chi, B.-W.1
Hsu, C.-C.2
-
34
-
-
79955599524
-
Neighborhood rough set and SVM based hybrid credit scoring classifier
-
Ping, Y.; Yongheng, L. Neighborhood rough set and SVM based hybrid credit scoring classifier. Expert Syst Appl 2011, 38, 11300-11304.
-
(2011)
Expert Syst Appl
, vol.38
, pp. 11300-11304
-
-
Ping, Y.1
Yongheng, L.2
-
35
-
-
0035476211
-
The cluster-indexing method for case based reasoning using self-organizing maps and learning vector quantization for bond rating cases
-
Kim, K.S.; Han, I. The cluster-indexing method for case based reasoning using self-organizing maps and learning vector quantization for bond rating cases. Expert Syst Appl 2001, 21, 147-156.
-
(2001)
Expert Syst Appl
, vol.21
, pp. 147-156
-
-
Kim, K.S.1
Han, I.2
-
36
-
-
0036776641
-
A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction
-
Park, C.; Han, I. A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction. Expert Syst Appl 2002, 23, 255-264.
-
(2002)
Expert Syst Appl
, vol.23
, pp. 255-264
-
-
Park, C.1
Han, I.2
-
37
-
-
58549117670
-
Bankruptcy prediction modeling with hybrid case-based reasoning and genetic algorithms approach
-
Appl Soft Comput
-
Ahn, H.; Kim, K.-J. Bankruptcy prediction modeling with hybrid case-based reasoning and genetic algorithms approach. Appl Soft Comput 2009, 9, 599-607.
-
(2009)
, vol.9
, pp. 599-607
-
-
Ahn, H.1
Kim, K.-J.2
-
38
-
-
84856744461
-
Credit scoring analysis using a fuzzy probabilistic rough set model
-
Capotorti, A.; Barbanera, E. Credit scoring analysis using a fuzzy probabilistic rough set model. Comput Stat Data Anal 2012, 56, 981-994.
-
(2012)
Comput Stat Data Anal
, vol.56
, pp. 981-994
-
-
Capotorti, A.1
Barbanera, E.2
-
39
-
-
84861829432
-
An empirical comparison of conventional techniques, neural networks and the three stage hybrid Adaptive Neuro Fuzzy Inference System (ANFIS) model for credit scoring analysis: The case of Turkish credit card data
-
Akkoc, S. An empirical comparison of conventional techniques, neural networks and the three stage hybrid Adaptive Neuro Fuzzy Inference System (ANFIS) model for credit scoring analysis: The case of Turkish credit card data. Eur J Oper Res 2012, 222, 168-178.
-
(2012)
Eur J Oper Res
, vol.222
, pp. 168-178
-
-
Akkoc, S.1
-
40
-
-
34347219423
-
Building contextual classifiers by integrating fuzzy rule based classification technique and k-NN method for credit scoring
-
Laha, A. Building contextual classifiers by integrating fuzzy rule based classification technique and k-NN method for credit scoring. Adv Eng Informat 2007, 21, 281-291.
-
(2007)
Adv Eng Informat
, vol.21
, pp. 281-291
-
-
Laha, A.1
-
41
-
-
73649132247
-
-
Hybrid fuzzy SVM model using CART and MARS for credit scoring. International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC '09; Hangzhou, China.
-
Yao, P. Hybrid fuzzy SVM model using CART and MARS for credit scoring. In: International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC '09; Hangzhou, China, 2009; pp 392-395.
-
(2009)
, pp. 392-395
-
-
Yao, P.1
-
42
-
-
56349095375
-
An intelligent-agent-based fuzzy group decision making model for financial multicriteria decision support: The case of credit scoring
-
Yu, L.; Wang, S.; Lai, K. An intelligent-agent-based fuzzy group decision making model for financial multicriteria decision support: The case of credit scoring. Eur J Oper Res 2009, 195, 942-959.
-
(2009)
Eur J Oper Res
, vol.195
, pp. 942-959
-
-
Yu, L.1
Wang, S.2
Lai, K.3
-
43
-
-
33750483917
-
Inferring descriptive and approximate fuzzy rules for credit scoring using evolutionary algorithms
-
Hoffmann, F.; Baesens, B.; Mues, C.; Van Gestel, T.; Vanthienen, J. Inferring descriptive and approximate fuzzy rules for credit scoring using evolutionary algorithms. Eur J Oper Res 2007, 177, 540-555.
-
(2007)
Eur J Oper Res
, vol.177
, pp. 540-555
-
-
Hoffmann, F.1
Baesens, B.2
Mues, C.3
Van Gestel, T.4
Vanthienen, J.5
-
44
-
-
84855918144
-
A fuzzy intelligent approach to the classification problem in gene expression data analysis
-
Khashei, M.; Hamadani, A.Z.; Bijari, M. A fuzzy intelligent approach to the classification problem in gene expression data analysis. Knowl Base Syst 2012, 27, 465-474.
-
(2012)
Knowl Base Syst
, vol.27
, pp. 465-474
-
-
Khashei, M.1
Hamadani, A.Z.2
Bijari, M.3
-
45
-
-
38149147511
-
Forecasting enrollments with fuzzy time series-(part I)
-
Song, Q.; Chissom, B.S. Forecasting enrollments with fuzzy time series-(part I). Fuzzy Sets Syst 1993, 54, 1-9.
-
(1993)
Fuzzy Sets Syst
, vol.54
, pp. 1-9
-
-
Song, Q.1
Chissom, B.S.2
-
46
-
-
38149146997
-
Forecasting enrollments with fuzzy time series-(part II)
-
Song, Q.; Chissom, B.S. Forecasting enrollments with fuzzy time series-(part II). Fuzzy Sets Syst 1994, 62, 1-8.
-
(1994)
Fuzzy Sets Syst
, vol.62
, pp. 1-8
-
-
Song, Q.1
Chissom, B.S.2
-
47
-
-
39049162430
-
A new hybrid artificial neural networks and fuzzy regression model for time series forecasting
-
Khashei, M.; Hejazi, S.R.; Bijari, M. A new hybrid artificial neural networks and fuzzy regression model for time series forecasting. Fuzzy Sets Syst 2008, 159, 769-786.
-
(2008)
Fuzzy Sets Syst
, vol.159
, pp. 769-786
-
-
Khashei, M.1
Hejazi, S.R.2
Bijari, M.3
-
48
-
-
0001073047
-
Forecasting enrollments based on fuzzy time series
-
Chen, S.M. Forecasting enrollments based on fuzzy time series. Fuzzy Sets Syst 1996, 81, 311-319.
-
(1996)
Fuzzy Sets Syst
, vol.81
, pp. 311-319
-
-
Chen, S.M.1
-
49
-
-
0020207081
-
Linear regression analysis with fuzzy model
-
Tanaka, H.; Uejima, S.; Asai, K. Linear regression analysis with fuzzy model. IEEE Trans Syst Man Cybern 1982, 12, 903-907.
-
(1982)
IEEE Trans Syst Man Cybern
, vol.12
, pp. 903-907
-
-
Tanaka, H.1
Uejima, S.2
Asai, K.3
-
50
-
-
78751608738
-
A novel hybridization of artificial neural networks and ARIMA models for time series forecasting
-
Khashei, M.; Bijari, M. A novel hybridization of artificial neural networks and ARIMA models for time series forecasting. Appl Soft Comput 2011, 11, 2664-2675.
-
(2011)
Appl Soft Comput
, vol.11
, pp. 2664-2675
-
-
Khashei, M.1
Bijari, M.2
-
51
-
-
70349453596
-
An artificial neural network (p, d, q) model for time series forecasting
-
Khashei, M.; Bijari, M. An artificial neural network (p, d, q) model for time series forecasting. Expert Syst Appl 2010, 37, 479-489.
-
(2010)
Expert Syst Appl
, vol.37
, pp. 479-489
-
-
Khashei, M.1
Bijari, M.2
-
52
-
-
84880998814
-
Fuzzy artificial neural network (p,d,q) model for incomplete financial time series forecasting
-
Khashei, M.; Bijari, M. Fuzzy artificial neural network (p, d, q) model for incomplete financial time series forecasting. J Intell Fuzzy Syst 2013, xx, xxx-xxx.
-
(2013)
J Intell Fuzzy Syst
, vol.20
, pp. 30-30
-
-
Khashei, M.1
Bijari, M.2
-
53
-
-
0008315304
-
Interval regression analysis based on mixed 0-1 integer programming problem
-
Ishibuchi, H.; Tanaka, H. Interval regression analysis based on mixed 0-1 integer programming problem. J Japan Soc Ind Eng 1988, 40, 312-319.
-
(1988)
J Japan Soc Ind Eng
, vol.40
, pp. 312-319
-
-
Ishibuchi, H.1
Tanaka, H.2
-
54
-
-
84881019903
-
-
Forecasting the Isfahan Steel Company production price in Tehran Metals Exchange using artificial neural networks (ANNs). Master of Science Thesis. Isfahan University of Technology, Isfahan, Iran
-
Khashei, M. Forecasting the Isfahan Steel Company production price in Tehran Metals Exchange using artificial neural networks (ANNs). Master of Science Thesis. Isfahan University of Technology, Isfahan, Iran, 2005.
-
(2005)
-
-
Khashei, M.1
|