-
1
-
-
67349195042
-
Genetic programming for credit scoring: The case of egyptian public sector banks
-
Abdou, H.A. (2009), 'Genetic Programming for Credit Scoring: The Case of Egyptian Public Sector Banks', Expert Systems With Applications, 36(9), 11402-11417.
-
(2009)
Expert Systems with Applications
, vol.36
, Issue.9
, pp. 11402-11417
-
-
Abdou, H.A.1
-
2
-
-
70449371605
-
Assessing nave bayes as a method for screening credit applicants
-
Antonakis, A.C., and Sfakianakis, M.E. (2009), 'Assessing Nave Bayes as a Method for Screening Credit Applicants', Journal of Applied Statistics, 36(5), 537-545.
-
(2009)
Journal of Applied Statistics
, vol.36
, Issue.5
, pp. 537-545
-
-
Antonakis, A.C.1
Sfakianakis, M.E.2
-
3
-
-
84862128375
-
WLoLiMoT: A wavelet and lolimot based algorithm for time series prediction
-
Arani, E., Lucas, C., and Araabi, B.N. (2011), 'WLoLiMoT: A Wavelet and LoLiMoT Based Algorithm for Time Series Prediction', Integrated Systems, Design and Technology, 345-355.
-
(2011)
Integrated Systems, Design and Technology
, pp. 345-355
-
-
Arani, E.1
Lucas, C.2
Araabi, B.N.3
-
4
-
-
56549113284
-
UCI machine learning repository
-
Irvine, CA: University of California
-
Asuncion, A., and Newman, D.J. (2007), UCI machine learning repository, Irvine, CA: University of California, School of Information and Computer Science. http://www.niaad.liacc .up.pt/statlog/datasets.html
-
(2007)
School of Information and Computer Science
-
-
Asuncion, A.1
Newman, D.J.2
-
5
-
-
79951669526
-
CORER:anew rule generator classifier
-
December 11-13, Hong Kong, China
-
Basiri, J., Taghiyareh, F., and Gazani, S. (2010a), 'CORER:ANew Rule Generator Classifier', in IEEE 13th International Conference on Computational Science and Engineering (CSE), December 11-13, Hong Kong, China, pp. 64-71.
-
(2010)
IEEE 13th International Conference on Computational Science and Engineering (CSE
, pp. 64-71
-
-
Basiri, J.1
Taghiyareh, F.2
Gazani, S.3
-
6
-
-
79952415133
-
A hybrid approach to predict churn
-
Basiri, J., Taghiyareh, F., and Moshiri, B. (2010b), 'A Hybrid Approach to Predict Churn,' in Services Computing Conference (APSCC), IEEE Asia-Pacific, pp. 485-491.
-
(2010)
Services Computing Conference (APSCC), IEEE Asia-Pacific
, pp. 485-491
-
-
Basiri, J.1
Taghiyareh, F.2
Moshiri, B.3
-
7
-
-
0345723490
-
Screen-test your credit risks
-
Bogess, W.P. (1967), 'Screen-Test Your Credit Risks', Harvard Business Review, 45(6), 113-122.
-
(1967)
Harvard Business Review
, vol.45
, Issue.6
, pp. 113-122
-
-
Bogess, W.P.1
-
8
-
-
77952596137
-
Prediction of financial time series with recurrent lolimot (locally linear model tree)
-
IEEE Publisher, Feburay 26-28 2010, Singapour
-
Chegini, H., and Lucas, C. (2010), 'Prediction of Financial Time Series With Recurrent LoLiMot (Locally Linear Model Tree)', in 2nd International Conference on Computer and Automation Engineering (ICCAE 2010), IEEE Publisher, Feburay 26-28 2010, Singapour, Vol. 2, pp. 592-596.
-
(2010)
2nd International Conference on Computer and Automation Engineering (ICCAE 2010
, vol.2
, pp. 592-596
-
-
Chegini, H.1
Lucas, C.2
-
9
-
-
77950189091
-
Combination of feature selection approaches with svm in credit scoring
-
Chen, F.-L., and Li, F.-C. (2010), 'Combination of Feature Selection Approaches With SVM in Credit Scoring', Expert Systems With Applications, 37(7), 4902-4909.
-
(2010)
Expert Systems with Applications
, vol.37
, Issue.7
, pp. 4902-4909
-
-
Chen, F.-L.1
Li, F.-C.2
-
10
-
-
60249087645
-
Mining the customer credit using hybrid support vector machine technique
-
Chen,W., Ma, C., andMa, L. (2009), 'Mining the Customer Credit Using Hybrid Support Vector Machine Technique', Expert Systems With Applications, 36(4), 7611-7616.
-
(2009)
Expert Systems with Applications
, vol.36
, Issue.4
, pp. 7611-7616
-
-
Chen, W.1
Ma, C.2
Ma, L.3
-
11
-
-
84886439776
-
Credit risk evaluation by hybrid data mining technique
-
Chen, W., Xiang, G., Liu, Y., and Wang, K. (2012), 'Credit Risk Evaluation by Hybrid Data Mining Technique', Systems Engineering Procedia, 3, 194-200.
-
(2012)
Systems Engineering Procedia
, vol.3
, pp. 194-200
-
-
Chen, W.1
Xiang, G.2
Liu, Y.3
Wang, K.4
-
12
-
-
84155194931
-
Instance sampling in credit scoring: An empirical study of sample size and balancing
-
Crone, S.F., and Finlay, S. (2012), 'Instance Sampling in Credit Scoring: An Empirical Study of Sample Size and Balancing', International Journal of Forecasting, 28(1), 224-238.
-
(2012)
International Journal of Forecasting
, vol.28
, Issue.1
, pp. 224-238
-
-
Crone, S.F.1
Finlay, S.2
-
13
-
-
57349179494
-
Validating risk models with a focus on credit scoringmodels
-
Dryver, A.L., and Sukkasem, J. (2008), 'Validating Risk Models With a Focus on Credit ScoringModels', Journal of Statistical Computation and Simulation, 79(2), 181-193.
-
(2008)
Journal of Statistical Computation and Simulation
, vol.79
, Issue.2
, pp. 181-193
-
-
Dryver, A.L.1
Sukkasem, J.2
-
14
-
-
84944837333
-
Introducing recursive partitioning for financial classification: The case of financial distress
-
Frydman H.F., Altman, E.I., and Kao, D.L. (1985), 'Introducing Recursive Partitioning for Financial Classification: The Case of Financial Distress', The Journal of Finance, 40(1), 269-291.
-
(1985)
The Journal of Finance
, vol.40
, Issue.1
, pp. 269-291
-
-
Frydman, H.F.1
Altman, E.I.2
Kao, D.L.3
-
15
-
-
15344350405
-
Solar activity forecast: Spectral analysis and neurofuzzy prediction
-
Gholipour, A., Lucas, C., Araabi, B.N., and Shafiee, M. (2005), 'Solar Activity Forecast: Spectral Analysis and Neurofuzzy Prediction', Journal of Atmospheric and Solar-Terrestrial Physics, 67(6), 595-603.
-
(2005)
Journal of Atmospheric and Solar-Terrestrial Physics
, vol.67
, Issue.6
, pp. 595-603
-
-
Gholipour, A.1
Lucas, C.2
Araabi, B.N.3
Shafiee, M.4
-
16
-
-
77649291276
-
Application of locally linear model tree on customer churn prediction
-
IEEE Publisher, December 4-7, Malacca, Malaysia
-
Ghorbani, A., Taghiyareh, F., and Lucas, C. (2009), 'Application of Locally Linear Model Tree on Customer Churn Prediction', in International Conference of Soft Computing and Pattern Recognition (SOCPAR 09), IEEE Publisher, December 4-7, Malacca, Malaysia, pp. 472-477.
-
(2009)
International Conference of Soft Computing and Pattern Recognition (SOCPAR 09
, pp. 472-477
-
-
Ghorbani, A.1
Taghiyareh, F.2
Lucas, C.3
-
17
-
-
1542603058
-
Ak-nearest-neighbor classifier for assessing consumer credit risk
-
Henley,W.E., and Hand,D.J. (1996), 'Ak-Nearest-Neighbor Classifier for Assessing Consumer Credit Risk', The Statistician, 45(1), 77-95.
-
(1996)
The Statistician
, vol.45
, Issue.1
, pp. 77-95
-
-
Henley, W.E.1
Hand, D.J.2
-
18
-
-
33750483917
-
Inferring descriptive and approximate fuzzy rules for credit scoring using evolutionary algorithms
-
Hoffmann, F., Baesens, B., Muesb, C., Van Gestel, T., and Vanthienen, J. (2007), 'Inferring Descriptive and Approximate Fuzzy Rules for Credit Scoring Using Evolutionary Algorithms', European Journal of Operational Research, 177(1), 540-555.
-
(2007)
European Journal of Operational Research
, vol.177
, Issue.1
, pp. 540-555
-
-
Hoffmann, F.1
Baesens, B.2
Muesb, C.3
Van Gestel, T.4
Vanthienen, J.5
-
19
-
-
17844388095
-
Hybrid mining approach in the design of credit scoring models
-
Hsieh, N.-C. (2005), 'Hybrid Mining Approach in the Design of Credit Scoring Models', Expert Systems With Applications, 28(4), 655-665.
-
(2005)
Expert Systems with Applications
, vol.28
, Issue.4
, pp. 655-665
-
-
Hsieh, N.-C.1
-
20
-
-
70349580621
-
A data driven ensemble classifier for credit scoring analysis
-
Hsieh, N.-C., and Hung, L.-P. (2011), 'A Data Driven Ensemble Classifier for Credit Scoring Analysis', Expert Systems With Applications, 37(1), 534-545.
-
(2011)
Expert Systems with Applications
, vol.37
, Issue.1
, pp. 534-545
-
-
Hsieh, N.-C.1
Hung, L.-P.2
-
21
-
-
34047126555
-
Credit scoring with a data mining approach based on support vector machines
-
Huang, C.-L., Chen, M.-C., andWang, C.-J. (2007), 'Credit Scoring With a Data Mining Approach Based on Support Vector Machines', Expert Systems With Applications, 33(4), 847-856.
-
(2007)
Expert Systems with Applications
, vol.33
, Issue.4
, pp. 847-856
-
-
Huang, C.-L.1
Chen, M.-C.2
Wang, C.-J.3
-
22
-
-
75449093022
-
A comparison of data mining techniques for credit scoring in banking: Amanagerial perspective
-
Ince, H., and Aktan, B. (2009), 'A Comparison of Data Mining Techniques for Credit Scoring in Banking: AManagerial Perspective', Journal of Business Economics and Management, 10(3), 233-240.
-
(2009)
Journal of Business Economics and Management
, vol.10
, Issue.3
, pp. 233-240
-
-
Ince, H.1
Aktan, B.2
-
23
-
-
34347219423
-
Building contextual classifiers by integrating fuzzy rule based classification technique and k-nn method for credit scoring
-
Laha, A. (2007), 'Building Contextual Classifiers by Integrating Fuzzy Rule Based Classification Technique and k-nn Method for Credit Scoring', Advanced Engineering Informatics, 21(3), 281-291.
-
(2007)
Advanced Engineering Informatics
, vol.21
, Issue.3
, pp. 281-291
-
-
Laha, A.1
-
24
-
-
26444554549
-
Mining the customer credit using classification and regression tree and multivariate adaptive regression splines
-
Lee, T.-S., Chiu, C.-C., Chou, Y.-C., and Lu, C.-J. (2006), 'Mining the Customer Credit Using Classification and Regression Tree and Multivariate Adaptive Regression Splines', Computational Statistics &Data Analysis, 50(4), 1113-1130.
-
(2006)
Computational Statistics &Data Analysis
, vol.50
, Issue.4
, pp. 1113-1130
-
-
Lee, T.-S.1
Chiu, C.-C.2
Chou, Y.-C.3
Lu, C.-J.4
-
25
-
-
33144480509
-
The evaluation of consumer loans using support vector machines
-
Li, S.-T., Shiue, W., and Huang, M.-H. (2006), 'The Evaluation of Consumer Loans Using Support Vector Machines', Expert Systems With Applications, 30(4), 772-782.
-
(2006)
Expert Systems with Applications
, vol.30
, Issue.4
, pp. 772-782
-
-
Li, S.-T.1
Shiue, W.2
Huang, M.-H.3
-
26
-
-
78851468866
-
A modified support vector machine model for credit scoring
-
Liu, X., Fu, H. and Lin, W. (2012), 'A Modified Support Vector Machine model for Credit Scoring', International Journal of Computational Intelligence Systems, 3(6), 797-804.
-
(2012)
International Journal of Computational Intelligence Systems
, vol.3
, Issue.6
, pp. 797-804
-
-
Liu, X.1
Fu, H.2
Lin, W.3
-
27
-
-
60249096424
-
Prediction model buildingwith clustering-launched classification and support vector machines in credit scoring
-
Luo, S.-T., Cheng, B.-W., and Hsieh, C.-H. (2009), 'Prediction Model BuildingWith Clustering-Launched Classification and Support Vector Machines in Credit Scoring', Expert Systems With Applications, 36(4), 7562-7566.
-
(2009)
Expert Systems with Applications
, vol.36
, Issue.4
, pp. 7562-7566
-
-
Luo, S.-T.1
Cheng, B.-W.2
Hsieh, C.-H.3
-
28
-
-
34547504560
-
Particle swarm extension to lolimot
-
October 16-18, Jinan, China
-
Mehran, R., Fatehi, A., Lucas, C., and Araabi, B.N. (2006), 'Particle Swarm Extension to LOLIMOT', in Proceedings-ISDA 2006: Sixth International Conference on Intelligent Systems Design and Applications, October 16-18, Jinan, China, Vol. 2, pp. 969-974.
-
(2006)
Proceedings-ISDA 2006: Sixth International Conference on Intelligent Systems Design and Applications
, vol.2
, pp. 969-974
-
-
Mehran, R.1
Fatehi, A.2
Lucas, C.3
Araabi, B.N.4
-
29
-
-
56349112745
-
An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring
-
2,Part 2
-
Nanni, L., and Lumini, A. (2009), 'An Experimental Comparison of Ensemble of Classifiers for Bankruptcy Prediction and Credit Scoring', Expert SystemsWith Applications, 36 (2,Part 2), 3028-3033.
-
(2009)
Expert SystemsWith Applications
, vol.36
, pp. 3028-3033
-
-
Nanni, L.1
Lumini, A.2
-
31
-
-
16244405300
-
Building credit scoring models using genetic programming
-
Ong, C.-S., Huang, J.-J., and Tzeng, G.-H. (2005), 'Building Credit Scoring Models Using Genetic Programming', Expert Systems With Applications, 29(1), 41-47.
-
(2005)
Expert Systems with Applications
, vol.29
, Issue.1
, pp. 41-47
-
-
Ong, C.-S.1
Huang, J.-J.2
Tzeng, G.-H.3
-
32
-
-
84904406388
-
Local linear model tree (lolimot) reconfigurable parallel hardware
-
Pedram, A., Jamali, M., Pedram, T., Fakhraie, S.M., and Lucas, C. (2005), 'Local Linear Model Tree (LOLIMOT) Reconfigurable Parallel Hardware', International Journal of Applied Science, Engineering and Technology 1(1), 96-101.
-
(2005)
International Journal of Applied Science, Engineering and Technology
, vol.1
, Issue.1
, pp. 96-101
-
-
Pedram, A.1
Jamali, M.2
Pedram, T.3
Fakhraie, S.M.4
Lucas, C.5
-
33
-
-
47949112318
-
A modified lolimot algorithm for nonlinear estimation fusion
-
August 13-15, Las Vegas
-
Rezaie, J., Moshiri, B., Rafati, A., and Araabi, B.N. (2007), 'A Modified LOLIMOT Algorithm for Nonlinear Estimation Fusion', in IEEE International Conference on Information Reuse and Integration (IEEE IRI-2007), August 13-15, Las Vegas, pp. 520-525.
-
(2007)
IEEE International Conference on Information Reuse and Integration (IEEE IRI-2007
, pp. 520-525
-
-
Rezaie, J.1
Moshiri, B.2
Rafati, A.3
Araabi, B.N.4
-
35
-
-
79955026961
-
Pilimot: A modified combination of lolimot and pln learning algorithms for local linear neurofuzzy modeling
-
Sarabi-Jamab, A., and Araabi, B.N. (2011), ' PiLiMoT: A Modified Combination of LoLiMoT and PLN Learning Algorithms for Local Linear Neurofuzzy Modeling', Journal of Control Science and Engineering, 11, 1-9.
-
(2011)
Journal of Control Science and Engineering
, vol.11
, pp. 1-9
-
-
Sarabi-Jamab, A.1
Araabi, B.N.2
-
36
-
-
67349121493
-
Locally linear neurofuzzy modeling and prediction of geomagnetic disturbances based on solar wind conditions
-
Sharifie, J., Lucas, C., and Araabi, B.N. (2006), 'Locally Linear Neurofuzzy Modeling and Prediction of Geomagnetic Disturbances Based on Solar Wind Conditions', Space Weather, 4.
-
(2006)
Space Weather
, pp. 4
-
-
Sharifie, J.1
Lucas, C.2
Araabi, B.N.3
-
37
-
-
80054818734
-
An application of locally linear model tree algorithm for predictive accuracy of credit scoring
-
Siami, M., Gholamian, M., Basiri, J., and Fathian, M. (2011), 'An Application of Locally Linear Model Tree Algorithm for Predictive Accuracy of Credit Scoring', Model and Data Engineering, 133-142.
-
(2011)
Model and Data Engineering
, pp. 133-142
-
-
Siami, M.1
Gholamian, M.2
Basiri, J.3
Fathian, M.4
-
38
-
-
0036927666
-
-
Philadelphia, PA: Society for Industrial and Applied Mathematics
-
Thomas, L.C., Edelman, D.B., and Crook, J.N. (2002), Credit Scoring and its Applications, Philadelphia, PA: Society for Industrial and Applied Mathematics.
-
(2002)
Credit Scoring and Its Applications
-
-
Thomas, L.C.1
Edelman, D.B.2
Crook, J.N.3
-
39
-
-
38649113538
-
Using neural network ensembles for bankruptcy prediction and credit scoring
-
Tsai, C.-F., andWu, J.-W. (2008), 'Using Neural Network Ensembles for Bankruptcy Prediction and Credit Scoring', Expert Systems With Applications, 34(4), 2639-2649.
-
(2008)
Expert Systems with Applications
, vol.34
, Issue.4
, pp. 2639-2649
-
-
Tsai, C.-F.1
Wu, J.-W.2
-
40
-
-
77956619458
-
A comparative assessment of ensemble learning for credit scoring
-
Wang, G., Hao, J., Ma, J., and Jiang, H. (2011), 'A Comparative Assessment of Ensemble Learning for Credit Scoring', Expert Systems With Applications, 38(1), 223-230.
-
(2011)
Expert Systems with Applications
, vol.38
, Issue.1
, pp. 223-230
-
-
Wang, G.1
Hao, J.2
Ma, J.3
Jiang, H.4
-
41
-
-
84155181098
-
Two credit scoring models based on dual strategy ensemble trees
-
Wang, G., Ma, J., Huang, L., and Xu, K. (2012), 'Two Credit Scoring Models Based on Dual Strategy Ensemble Trees', Knowledge-Based Systems, 26, 61-68.
-
(2012)
Knowledge-Based Systems
, vol.26
, pp. 61-68
-
-
Wang, G.1
Ma, J.2
Huang, L.3
Xu, K.4
-
42
-
-
0034118581
-
Neural network credit scoring models
-
West, D. (2000), 'Neural Network Credit Scoring Models,' Computers &Operations Research, 27(11-12), 1131-1152.
-
(2000)
Computers &Operations Research
, vol.27
, Issue.11-12
, pp. 1131-1152
-
-
West, D.1
-
43
-
-
13544268431
-
Neural network ensemble strategies for financial decision applications
-
West, D., Dellana, S., and Qian, J. (2005), 'Neural Network Ensemble Strategies for Financial Decision Applications', Computers &Operations Research, 32(10), 2543-2559.
-
(2005)
Computers &Operations Research
, vol.32
, Issue.10
, pp. 2543-2559
-
-
West, D.1
Dellana, S.2
Qian, J.3
-
45
-
-
79957983304
-
Using data mining to improve assessment of credit worthiness via credit scoring models
-
Yap, B.W., Ong, S.H., and Husain, N.H.N. (2012), 'Using Data Mining to Improve Assessment of Credit Worthiness Via Credit Scoring Models', Expert Systems With Applications, 38(10), 13274-13283.
-
(2012)
Expert Systems with Applications
, vol.38
, Issue.10
, pp. 13274-13283
-
-
Yap, B.W.1
Ong, S.H.2
Husain, N.H.N.3
-
46
-
-
77957832237
-
Vertical bagging decision trees model for credit scoring
-
Zhang, D., Zhou, X., Leung, S.C.H., and Zheng, J. (2011), 'Vertical Bagging Decision Trees Model for Credit Scoring', Expert Systems With Applications, 37(12), 7838-7843.
-
(2011)
Expert Systems with Applications
, vol.37
, Issue.12
, pp. 7838-7843
-
-
Zhang, D.1
Zhou, X.2
Leung, S.C.H.3
Zheng, J.4
-
47
-
-
44649137359
-
A new credit scoring method based on rough sets and decision tree
-
Zhou, X., Zhang, D., and Jiang, Y. (2008), 'A New Credit Scoring Method Based on Rough Sets and Decision Tree', Lecture Notes inComputer Science (including subseries LectureNotes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5012 LNAI, 1081-1089.
-
(2008)
Lecture Notes InComputer Science (Including Subseries LectureNotes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5012 LNAI
, pp. 1081-1089
-
-
Zhou, X.1
Zhang, D.2
Jiang, Y.3
|