-
1
-
-
0043234660
-
"Variable precision rough set theory and data discretization: An application to corporate failure prediction"
-
M. J. Beynon and M. J. Peel, "Variable precision rough set theory and data discretization: An application to corporate failure prediction," Omega, vol. 29, pp. 561-576, 2001.
-
(2001)
Omega
, vol.29
, pp. 561-576
-
-
Beynon, M.J.1
Peel, M.J.2
-
2
-
-
84950605885
-
"A nonparametric approach to credit screening"
-
S. Chatterjee and S. Barcun, "A nonparametric approach to credit screening," J. Amer. Statist. Assoc., vol. 65, pp. 50-154, 1970.
-
(1970)
J. Amer. Statist. Assoc.
, vol.65
, pp. 50-154
-
-
Chatterjee, S.1
Barcun, S.2
-
3
-
-
0037401347
-
"Credit scoring and rejected instances reassigning through evolutionary computation techniques"
-
May
-
M. C. Chen and S. H. Huang, "Credit scoring and rejected instances reassigning through evolutionary computation techniques," Expert Syst. Appl., vol. 24, pp. 433-441, May 2003.
-
(2003)
Expert Syst. Appl.
, vol.24
, pp. 433-441
-
-
Chen, M.C.1
Huang, S.H.2
-
5
-
-
0033116872
-
"Business failure prediction using rough sets"
-
Apr
-
A. I. Dimitras, R. Slowinski, R. Susmaga, and C. Zopounidis, "Business failure prediction using rough sets," Eur. J. Oper. Res., vol. 114, pp. 263-290, Apr. 1999.
-
(1999)
Eur. J. Oper. Res.
, vol.114
, pp. 263-290
-
-
Dimitras, A.I.1
Slowinski, R.2
Susmaga, R.3
Zopounidis, C.4
-
6
-
-
0000764772
-
"The use of multiple measurements in taxonomic problems"
-
R. A. Fisher, "The use of multiple measurements in taxonomic problems," Ann. Eugenics, vol. 7, pp. 179-188, 1936.
-
(1936)
Ann. Eugenics
, vol.7
, pp. 179-188
-
-
Fisher, R.A.1
-
7
-
-
84985847276
-
"Improved linear programming models for discriminant analysis"
-
F. Glover, "Improved linear programming models for discriminant analysis," Decision Sci., vol. 21, pp. 771-785, 1990.
-
(1990)
Decision Sci.
, vol.21
, pp. 771-785
-
-
Glover, F.1
-
8
-
-
0000832710
-
"Probit and discriminant functions for classifying credit applicants: A comparison"
-
B. J. Grablowsky and W. K. Talley, "Probit and discriminant functions for classifying credit applicants: A comparison," J. Econ. Bus., vol. 33, pp. 254-261, 1981.
-
(1981)
J. Econ. Bus.
, vol.33
, pp. 254-261
-
-
Grablowsky, B.J.1
Talley, W.K.2
-
10
-
-
1542603058
-
"A k-NN classifier for assessing consumer credit risk"
-
Jan
-
W. E. Henley and D. J. Hand, "A k-NN classifier for assessing consumer credit risk," Statistician, vol. 45, pp. 77-95, Jan. 1996.
-
(1996)
Statistician
, vol.45
, pp. 77-95
-
-
Henley, W.E.1
Hand, D.J.2
-
11
-
-
22344440204
-
"Fuzzy support vector machines for pattern recognition and data mining"
-
Sep
-
H. P. Huang and Y. H. Liu, "Fuzzy support vector machines for pattern recognition and data mining," Int. J. Fuzzy Syst., vol. 4, pp. 826-835, Sep. 2002.
-
(2002)
Int. J. Fuzzy Syst.
, vol.4
, pp. 826-835
-
-
Huang, H.P.1
Liu, Y.H.2
-
12
-
-
2442665617
-
"Credit rating analysis with support vector machines and neural networks: A market comparative study"
-
to be published
-
Z. Huang, H. C. Chen, C. J. Hsu, W. H. Chen, and S. S. Wu, "Credit rating analysis with support vector machines and neural networks: A market comparative study," Decision Support Systems, to be published.
-
Decision Support Systems
-
-
Huang, Z.1
Chen, H.C.2
Hsu, C.J.3
Chen, W.H.4
Wu, S.S.5
-
13
-
-
0034271876
-
"The evidence framework applied to support vector machines"
-
J. T. Kwok, "The evidence framework applied to support vector machines," Neural Comput., vol. 11, pp. 1162-1173.
-
Neural Comput.
, vol.11
, pp. 1162-1173
-
-
Kwok, J.T.1
-
14
-
-
0036776547
-
"Credit scoring using the hybrid neural discriminant technique"
-
Oct
-
T. S. Lee, C. C. Chiu, C. J. Lu, and I. F. Chen, "Credit scoring using the hybrid neural discriminant technique," Expert Syst. Appl., vol. 23, pp. 245-254, Oct. 2002.
-
(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
-
15
-
-
0036505650
-
"Fuzzy support vector machine"
-
Mar
-
C. F. Lin and S. D. Wang, "Fuzzy support vector machine," IEEE Trans. Neural Netw., vol. 13, no. 2, pp. 464-471, Mar. 2002.
-
(2002)
IEEE Trans. Neural Netw.
, vol.13
, Issue.2
, pp. 464-471
-
-
Lin, C.F.1
Wang, S.D.2
-
16
-
-
0041055721
-
"Credit scoring branches out"
-
P. Makowski, "Credit scoring branches out," Credit World, vol. 75, pp. 30-37, 1985.
-
(1985)
Credit World
, vol.75
, pp. 30-37
-
-
Makowski, P.1
-
17
-
-
0037397886
-
"Evaluating consumer loans using neural networks"
-
Apr
-
R. Malhotra and D. K. Malhotra, "Evaluating consumer loans using neural networks," Omega, vol. 31, pp. 83-96, Apr. 2003.
-
(2003)
Omega
, vol.31
, pp. 83-96
-
-
Malhotra, R.1
Malhotra, D.K.2
-
18
-
-
0036027367
-
"Differentiating between good credits and bad credits using neurofuzzy systems"
-
Jan
-
R. Malhotra and D. K. Malhotra, "Differentiating between good credits and bad credits using neurofuzzy systems," Eur. J. Oper. Res., vol. 136, pp. 190-211, Jan. 2002.
-
(2002)
Eur. J. Oper. Res.
, vol.136
, pp. 190-211
-
-
Malhotra, R.1
Malhotra, D.K.2
-
19
-
-
0000963583
-
"Linear and nonlinear separation of patterns by linear programming"
-
May/Jan
-
O. L. Mangasarian, "Linear and nonlinear separation of patterns by linear programming," Oper. Res., vol. 13, pp. 444-452, May/Jan. 1965.
-
(1965)
Oper. Res.
, vol.13
, pp. 444-452
-
-
Mangasarian, O.L.1
-
21
-
-
0032749972
-
"Financial credit-risk evaluation with neural and neurofuzzy systems"
-
Jan
-
S. Piramuthu, "Financial credit-risk evaluation with neural and neurofuzzy systems," Eur. J. Oper. Res., vol. 112, pp. 310-321, Jan. 1999.
-
(1999)
Eur. J. Oper. Res.
, vol.112
, pp. 310-321
-
-
Piramuthu, S.1
-
22
-
-
0028199284
-
"Combining evolution with credit apportionment: A new learning algorithm for neural nets"
-
R. Smalz and M. Conrad, "Combining evolution with credit apportionment: A new learning algorithm for neural nets," Neural Networks, vol. 7, pp. 341-351, 1994.
-
(1994)
Neural Networks
, vol.7
, pp. 341-351
-
-
Smalz, R.1
Conrad, M.2
-
23
-
-
24144495451
-
"Support vector machines for credit scoring: Comparing to and combining with some traditional classification methods"
-
Schader, W. Gaul, and M. Vichy, Eds. Berlin, Germany: Springer-Verlag
-
R. Stecking and K. B. Schebesch, "Support vector machines for credit scoring: Comparing to and combining with some traditional classification methods," in Between Data Science and Applied Data Analysis, M. Schader, W. Gaul, and M. Vichy, Eds. Berlin, Germany: Springer-Verlag, 2003, pp. 604-612.
-
(2003)
Between Data Science and Applied Data Analysis
, pp. 604-612
-
-
Stecking, R.1
Schebesch, K.B.2
-
24
-
-
0036825528
-
"Weighted least squares support vector machine: Robustness and sparse approximation"
-
J. A. K. Suykens, J. De Brabanter, L. Lukas, and J. Vandewalle, "Weighted least squares support vector machine: Robustness and sparse approximation," Neurocomput., vol. 48, pp. 85-105, 2002.
-
(2002)
Neurocomput.
, vol.48
, pp. 85-105
-
-
Suykens, J.A.K.1
De Brabanter, J.2
Lukas, L.3
Vandewalle, J.4
-
25
-
-
0032638628
-
"Least squares support vector machine classifiers"
-
Jun
-
J. A. K. Suykens and J. V. Vandewalle, "Least squares support vector machine classifiers," Neural Process. Lett., vol. 9, pp. 293-300, Jun. 1999.
-
(1999)
Neural Process. Lett.
, vol.9
, pp. 293-300
-
-
Suykens, J.A.K.1
Vandewalle, J.V.2
-
26
-
-
0037695279
-
-
Singapore: World Scientific
-
J. A. K. Suykens, T. Van Gestel, J. De Brabanter, B. De Moor, and J. Vandewalle, Least Squares Support Vector Machines. Singapore: World Scientific, 2002.
-
(2002)
Least Squares Support Vector Machines
-
-
Suykens, J.A.K.1
Gestel, T.2
De Brabanter, J.3
De Moor, B.4
Vandewalle, J.5
-
27
-
-
0001466281
-
"A survey of credit and behavioral scoring: Forecasting financial risk of lending to consumers"
-
Apr.-Jun
-
L. C. Thomas, "A survey of credit and behavioral scoring: Forecasting financial risk of lending to consumers," Int. J. Forecasting, vol. 16, pp. 149-172, Apr.-Jun. 2002.
-
(2002)
Int. J. Forecasting
, vol.16
, pp. 149-172
-
-
Thomas, L.C.1
-
29
-
-
0038355084
-
"Fuzzy least squares support vector machines for multiclass problems"
-
D. Tsujinishi and S. Abe, "Fuzzy least squares support vector machines for multiclass problems," Nerual Networks, vol. 16, pp. 785-792, 2003.
-
(2003)
Nerual Networks
, vol.16
, pp. 785-792
-
-
Tsujinishi, D.1
Abe, S.2
-
30
-
-
26944498064
-
"A support vector machine approach to credit scoring"
-
T. Van Gestel, B. Baesens, J. Garcia, and P. Van Dijcke, "A support vector machine approach to credit scoring," Bank en Financiewezen, vol. 2, pp. 73-82, 2003.
-
(2003)
Bank En Financiewezen
, vol.2
, pp. 73-82
-
-
Gestel, T.1
Baesens, B.2
Garcia, J.3
Van Dijcke, P.4
-
31
-
-
84941367932
-
"Bankruptcy prediction with least squares support vector machine classifiers"
-
Hong Kong
-
T. Van Gestel, B. Baesens, J. A. K. Suykens, M. De Espinoza, J. Baestaens, De Vanthienen, and B. Moor, "Bankruptcy prediction with least squares support vector machine classifiers," in Proc. IEEE Int. Conf. Computational Intelligence for Financial Engineering, Hong Kong, 2003.
-
(2003)
Proc. IEEE Int. Conf. Computational Intelligence for Financial Engineering
-
-
Van Gestel, T.1
Baesens, B.2
Suykens, J.A.K.3
De Espinoza, M.4
Baestaens, J.5
De Vanthienen6
Moor, B.7
-
32
-
-
0036582564
-
"Bayesian framework for least squares support vector machine classifiers, Gaussian processes and kernel Fisher discriminant analysis"
-
T. Van Gestel, J. A. K. Suykens, G. Lanckriet, A. Lambrechts, B. De Moor, and J. Vandewalle, "Bayesian framework for least squares support vector machine classifiers, Gaussian processes and kernel Fisher discriminant analysis," Neural Comput., vol. 15, no. 5, pp. 1115-1148, 2002.
-
(2002)
Neural Comput.
, vol.15
, Issue.5
, pp. 1115-1148
-
-
Van Gestel, T.1
Suykens, J.A.K.2
Lanckriet, G.3
Lambrechts, A.4
De Moor, B.5
Vandewalle, J.6
-
35
-
-
0002660750
-
"The support vector method of function estimation"
-
J.A.K. Suykensand and J. Vandewale, Eds. Boston, MA: Kluwer
-
V. Vapnik, "The support vector method of function estimation," in Nonlinear Modeling: Advanced Black-Box Techniques, J. A. K. Suykensand and J. Vandewale, Eds. Boston, MA: Kluwer, 1998, pp. 55-85.
-
(1998)
Nonlinear Modeling: Advanced Black-Box Techniques
, pp. 55-85
-
-
Vapnik, V.1
-
36
-
-
0007687443
-
"Genetic algorithms applications in the analysis of insolvency risk"
-
Oct
-
F. Varetto, "Genetic algorithms applications in the analysis of insolvency risk," J. Banking Finance, vol. 22, pp. 1421-1439, Oct. 1998.
-
(1998)
J. Banking Finance
, vol.22
, pp. 1421-1439
-
-
Varetto, F.1
-
37
-
-
0034118581
-
"Neural network credit scoring models"
-
Sep
-
D. West, "Neural network credit scoring models," Comput. Oper. Res., vol. 27, pp. 1131-1152, Sep. 2000.
-
(2000)
Comput. Oper. Res.
, vol.27
, pp. 1131-1152
-
-
West, D.1
-
38
-
-
84974012809
-
"A note on the comparison of logit and discriminant models of consumer credit behavior"
-
Sep
-
J. C. Wiginton, "A note on the comparison of logit and discriminant models of consumer credit behavior," J. Financial Quant. Anal., vol. 15, pp. 757-770, Sep. 1980.
-
(1980)
J. Financial Quant. Anal.
, vol.15
, pp. 757-770
-
-
Wiginton, J.C.1
-
39
-
-
0033321352
-
"Using class-center vectors to build support vector machines"
-
X. Zhang, "Using class-center vectors to build support vector machines," in Proc. IEEE NNSP, 1999, pp. 3-11.
-
(1999)
Proc. IEEE NNSP
, pp. 3-11
-
-
Zhang, X.1
|