-
1
-
-
67349195042
-
Genetic programming for credit scoring: The case of egyptian public sector banks
-
doi:10.1016/j.eswa.2009.01.076
-
Abdou, H.A.: Genetic Programming for Credit Scoring: The Case of Egyptian Public Sector Banks. Expert Systems with Applications (2009), doi:10.1016/ j.eswa.2009.01.076
-
(2009)
Expert Systems with Applications
-
-
Abdou, H.A.1
-
2
-
-
33846314346
-
Bankruptcy prediction in banks and firms via statistical and intelligent techniques-A review
-
RaviKumar, P., Ravi, V.: Bankruptcy Prediction in Banks and Firms via Statistical and Intelligent Techniques-A Review. European Journal of Operational Research 180(1), 1-28 (2007)
-
(2007)
European Journal of Operational Research
, vol.180
, Issue.1
, pp. 1-28
-
-
Ravikumar, P.1
Ravi, V.2
-
3
-
-
33845772427
-
Learning when data sets are imbalanced and when costs are unequal and unknown
-
Washing D.C., USA
-
Maloof, M.A.: Learning When Data Sets are Imbalanced and When Costs are Unequal and Unknown. In: 20th International Conference on Machine Learning (ICML 2003), Washing D.C., USA, pp. 154-160 (2003)
-
(2003)
20th International Conference on Machine Learning (ICML 2003)
, pp. 154-160
-
-
Maloof, M.A.1
-
4
-
-
58749088971
-
A binary classification method for bankruptcy prediction
-
Min, J.H., Jeong, C.: A Binary Classification Method for Bankruptcy Prediction. Expert Systems with Applications 36, 5256-5263 (2009)
-
(2009)
Expert Systems with Applications
, vol.36
, pp. 5256-5263
-
-
Min, J.H.1
Jeong, C.2
-
5
-
-
16244365542
-
A comparison of supervised and unsupervised neural networks in predicting bankruptcy of korean firms
-
Lee, K., Booth, D., Alam, P.: A Comparison of Supervised and Unsupervised Neural Networks in Predicting Bankruptcy of Korean Firms. Expert Systems with Applications 29, 1-6 (2005)
-
(2005)
Expert Systems with Applications
, vol.29
, pp. 1-6
-
-
Lee, K.1
Booth, D.2
Alam, P.3
-
6
-
-
33746638972
-
Forecasting of Credit Classes with the Self-Organizing Maps
-
Merkevicius, E., Garsva, G., Simutis, R.: Forecasting of Credit Classes with the Self-Organizing Maps. Informaciens Technologijos Ir Valsymas Nr.4(33), 61-66 (2004)
-
(2004)
Informaciens Technologijos Ir Valsymas
, vol.4
, Issue.33
, pp. 61-66
-
-
Merkevicius, E.1
Garsva, G.2
Simutis, R.3
-
7
-
-
70349137738
-
Improving bankruptcy prediction with hidden layer learning vector quantization
-
Neves, J.C., Vieira, A.: Improving Bankruptcy Prediction with Hidden Layer Learning Vector Quantization. European Accounting Review 15(2), 253-271 (2006)
-
(2006)
European Accounting Review
, vol.15
, Issue.2
, pp. 253-271
-
-
Neves, J.C.1
Vieira, A.2
-
8
-
-
70349448681
-
Bankruptcy prediction based on independent component analysis
-
Porto, Portugal
-
Chen, N., Vieira, A.: Bankruptcy Prediction based on Independent Component Analysis. In: 1st International Conference on Agents and Artificial Intelligence (ICAART 2009), Porto, Portugal, pp. 150-155 (2009)
-
(2009)
1st International Conference on Agents and Artificial Intelligence (ICAART 2009)
, pp. 150-155
-
-
Chen, N.1
Vieira, A.2
-
9
-
-
56349142889
-
Predicting Bank Financial Failures using Neural Networks, Support vector machines and multivariate statistical methods: A comparative analysis in the sample of savings deposit insurance fund (sdif) transferred banks in turkey
-
Boyacioglu, M.A., Kara, Y., Baykan, O.K.: Predicting Bank Financial Failures using Neural Networks, Support Vector Machines and Multivariate Statistical Methods: A Comparative Analysis in the Sample of Savings Deposit Insurance Fund (SDIF) Transferred Banks in Turkey. Expert Systems with Applications 36, 3355-3366 (2009)
-
(2009)
Expert Systems with Applications
, vol.36
, pp. 3355-3366
-
-
Boyacioglu, M.A.1
Kara, Y.2
Baykan, O.K.3
-
10
-
-
48249105951
-
Municipal creditworthiness modelling by kohonen's selforganizing feature maps and LVQ neural networks
-
In: Rutkowski, L., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2008. Springer, Heidelberg
-
H́ajek, P., Olej, V.: Municipal creditworthiness modelling by kohonen's selforganizing feature maps and LVQ neural networks. In: Rutkowski, L., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2008. LNCS (LNAI), vol.5097, pp. 52-61. Springer, Heidelberg (2008)
-
(2008)
LNCS (LNAI)
, vol.5097
, pp. 52-61
-
-
H́ajek, P.1
Olej, V.2
-
11
-
-
0034118581
-
Neural network credit scoring models
-
West, D.: Neural Network Credit Scoring Models. Computers and Operations Research 27, 1131-1152 (2000)
-
(2000)
Computers and Operations Research
, vol.27
, pp. 1131-1152
-
-
West, D.1
-
12
-
-
17844382437
-
A two-stage hybrid credit scoring model using artificial neural networks and multivariate adaptive regression splines
-
Lee, T., Chen, I.: A Two-Stage Hybrid Credit Scoring Model using Artificial Neural Networks and Multivariate Adaptive Regression Splines. Expert Systems with Applications 28(4), 743-752 (2005)
-
(2005)
Expert Systems with Applications
, vol.28
, Issue.4
, pp. 743-752
-
-
Lee, T.1
Chen, I.2
-
13
-
-
31344442851
-
Training cost-sensitive neural networks with methods addressing the class imbalance problem
-
Zhou, Z.H., Liu, X.Y.: Training Cost-Sensitive Neural Networks with Methods Addressing the Class Imbalance Problem. IEEE Transactions On Knowledge and Data Engineering 18(1), 63-77 (2006)
-
(2006)
IEEE Transactions on Knowledge and Data Engineering
, vol.18
, Issue.1
, pp. 63-77
-
-
Zhou, Z.H.1
Liu, X.Y.2
-
14
-
-
14344258878
-
Decision Trees with Minimal Costs
-
In: Brodley C.E. (ed.) Banff, Canada. ACM International Conference Proceeding Series
-
Ling, C.X., Yang, Q., Wang, J., Zhang, S.: Decision Trees with Minimal Costs. In: Brodley, C.E. (ed.) 21st International Conference on Machine Learning (ICML), Banff, Canada. ACM International Conference Proceeding Series, vol.69 (2004)
-
(2004)
21st International Conference on Machine Learning (ICML)
, vol.69
-
-
Ling, C.X.1
Yang, Q.2
Wang, J.3
Zhang, S.4
-
15
-
-
0036565589
-
An instance-weighting method to induce costsensitive trees
-
Ting, K.M.: An Instance-Weighting Method to Induce Costsensitive Trees. IEEE Transactions on Knowledge and Data Engineering 14(3), 659-665 (2002)
-
(2002)
IEEE Transactions on Knowledge and Data Engineering
, vol.14
, Issue.3
, pp. 659-665
-
-
Ting, K.M.1
-
17
-
-
34547673383
-
Cost-sensitive boosting for classification of imbalanced data
-
Sun, Y.M., Kamela, M.S., Wong, A.K.C., Wang, Y.: Cost-Sensitive Boosting for Classification of Imbalanced Data. Pattern Recognition 40, 3358-3378 (2007)
-
(2007)
Pattern Recognition
, vol.40
, pp. 3358-3378
-
-
Sun, Y.M.1
Kamela, M.S.2
Wong, A.K.C.3
Wang, Y.4
-
18
-
-
26444486832
-
Linear models for minimizing misclassification costs in bankruptcy prediction
-
Nanda, S., Pendharkar, P.: Linear Models for Minimizing Misclassification Costs in Bankruptcy Prediction. Int. J. Intell. Syst. Account Finance Manage 10, 155-168 (2001)
-
(2001)
Int. J. Intell. Syst. Account Finance Manage
, vol.10
, pp. 155-168
-
-
Nanda, S.1
Pendharkar, P.2
-
19
-
-
33746368697
-
A misclassification cost-minimizing evolutionary- neural classification approach
-
Pendharkar, P., Nanda, S.: A Misclassification Cost-Minimizing Evolutionary- Neural Classification Approach. Naval Research Logistics 53(5), 432-447 (2006)
-
(2006)
Naval Research Logistics
, vol.53
, Issue.5
, pp. 432-447
-
-
Pendharkar, P.1
Nanda, S.2
-
20
-
-
0035789316
-
Learning and making decisions when costs and probabilities are both unknown
-
San Francisco, CA
-
Zadrozny, B., Elkan, C.: Learning and Making DecisionsWhen Costs and Probabilities are Both Unknown. In: 7th International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, pp. 204-213 (2001)
-
(2001)
7th International Conference on Knowledge Discovery and Data Mining
, pp. 204-213
-
-
Zadrozny, B.1
Elkan, C.2
-
21
-
-
36148969339
-
A threshold varying bisection method for cost sensitive learning in neural networks
-
Pendharkar, P.C.: A Threshold Varying Bisection Method for Cost Sensitive Learning in Neural Networks. Expert Systems with Applications 34, 1456-1464 (2008)
-
(2008)
Expert Systems with Applications
, vol.34
, pp. 1456-1464
-
-
Pendharkar, P.C.1
-
22
-
-
33846864233
-
Classification of highly unbalanced CYP450 data of drugs using cost sensitive machine learning techniques
-
Eitrich, T., Kless, A., Druska, C., Meyer, W., Grotendorst, J.: Classification of Highly Unbalanced CYP450 Data of Drugs Using Cost Sensitive Machine Learning Techniques. J. Chem. Inf. Model. 47, 92-103 (2007)
-
(2007)
J. Chem. Inf. Model.
, vol.47
, pp. 92-103
-
-
Eitrich, T.1
Kless, A.2
Druska, C.3
Meyer, W.4
Grotendorst, J.5
-
23
-
-
70349449891
-
A batch learning vector quantization algorithm for categorical data
-
Porto, Portugal
-
Chen, N., Marques, N.C.: A Batch Learning Vector Quantization Algorithm for Categorical Data. In: 1st International Conference on Agents and Artificial Intelligence (ICAART 2009), Porto, Portugal, pp. 77-84 (2009)
-
(2009)
1st International Conference on Agents and Artificial Intelligence (ICAART 2009)
, pp. 77-84
-
-
Chen, N.1
Marques, N.C.2
-
25
-
-
71049149678
-
-
Laboratory of Computer and Information Sciences & Neural Networks Research Center, Helsinki University of Technology: SOM Toolbox 2.0
-
Laboratory of Computer and Information Sciences & Neural Networks Research Center, Helsinki University of Technology: SOM Toolbox 2.0
-
-
-
-
26
-
-
36948999941
-
-
University of California, Department of Information and Computer Science, Irvine, CA
-
Asuncion, A., Newman, D.J.: UCI Machine Learning Repository. University of California, Department of Information and Computer Science, Irvine, CA, http://www.ics.uci.edu/~mlearn/MLRepository.html
-
UCI Machine Learning Repository
-
-
Asuncion, A.1
Newman, D.J.2
-
27
-
-
84878098426
-
The influence of class imbalance on cost-sensitive learning: An empirical study
-
Hong Kong
-
Liu, X.Y., Zhou, Z.H.: The Influence of Class Imbalance on Cost-Sensitive Learning: An Empirical Study. In: 6th IEEE International Conference on Data Mining (ICDM), Hong Kong, pp. 970-974 (2006)
-
(2006)
6th IEEE International Conference on Data Mining (ICDM)
, pp. 970-974
-
-
Liu, X.Y.1
Zhou, Z.H.2
-
28
-
-
29644438050
-
Statistical comparisons of classifiers over multiple data sets
-
Demsar, J.: Statistical Comparisons of Classifiers over Multiple Data Sets. Journal of Machine Learning Research 7, 1-30 (2006) (Pubitemid 43022939)
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 1-30
-
-
Demsar, J.1
-
29
-
-
33745815656
-
Application of LVQ to novelty detection using outlier training data
-
Lee, H.J., Cho, S.: Application of LVQ to Novelty Detection using Outlier Training Data. Pattern Recognition Letters 27, 1572-1579 (2006)
-
(2006)
Pattern Recognition Letters
, vol.27
, pp. 1572-1579
-
-
Lee, H.J.1
Cho, S.2
|