-
1
-
-
41149115573
-
Bankruptcy forecasting: An empirical comparison of AdaBoost and neural networks
-
E. Alfaro, N. Garcia, M. Gamez, and D. Elizondo Bankruptcy forecasting: an empirical comparison of AdaBoost and neural networks Decis. Support Syst. 45 1 2008 110 122
-
(2008)
Decis. Support Syst.
, vol.45
, Issue.1
, pp. 110-122
-
-
Alfaro, E.1
Garcia, N.2
Gamez, M.3
Elizondo, D.4
-
2
-
-
0030211964
-
Bagging predictors
-
L. Breiman Bagging predictors Mach. Learn. 24 2 1996 123 140
-
(1996)
Mach. Learn.
, vol.24
, Issue.2
, pp. 123-140
-
-
Breiman, L.1
-
4
-
-
29644438050
-
Statistical comparisons of classifiers over multiple data sets
-
J. Demšar Statistical comparisons of classifiers over multiple data sets J. Mach. Learn. Res. 7 December 2006 1 30
-
(2006)
J. Mach. Learn. Res.
, vol.7
, Issue.DECEMBER
, pp. 1-30
-
-
Demšar, J.1
-
5
-
-
0034250160
-
An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
-
T.G. Dietterich An experimental comparison of three methods for constructing ensembles of decision trees: bagging, boosting, and randomization Mach. Learn. 40 2000 139 157
-
(2000)
Mach. Learn.
, vol.40
, pp. 139-157
-
-
Dietterich, T.G.1
-
7
-
-
21244501361
-
A theoretical and experimental analysis of linear combiners for multiple classifier systems
-
G. Fumera, and F. Roli A theoretical and experimental analysis of linear combiners for multiple classifier systems IEEE Trans. Pattern Anal. Mach. Intell. 27 6 2005 942 956
-
(2005)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.27
, Issue.6
, pp. 942-956
-
-
Fumera, G.1
Roli, F.2
-
8
-
-
0028563264
-
The design and evolution of modular neural network architectures
-
B.L.M. Happel, and J.M.J. Murre The design and evolution of modular neural network architectures Neural Netw. 7 6-7 1994 985 1004
-
(1994)
Neural Netw.
, vol.7
, Issue.67
, pp. 985-1004
-
-
Happel, B.L.M.1
Murre, J.M.J.2
-
10
-
-
2442665617
-
Credit rating analysis with support vector machines and neural networks: A market comparative study
-
Z. Huang, H. Chen, C.-J. Hsu, W.-H. Chen, and S. Wu Credit rating analysis with support vector machines and neural networks: a market comparative study Decis. Support Syst. 37 4 2004 543 558
-
(2004)
Decis. Support Syst.
, vol.37
, Issue.4
, pp. 543-558
-
-
Huang, Z.1
Chen, H.2
Hsu, C.-J.3
Chen, W.-H.4
Wu, S.5
-
12
-
-
0001683059
-
Task decomposition through competition in a modular connectionist architecture: What and where vision tasks
-
R.A. Jacobs, M.I. Jordan, and A.G. Barto Task decomposition through competition in a modular connectionist architecture: what and where vision tasks Cognit. Sci. 15 2 1991 219 250
-
(1991)
Cognit. Sci.
, vol.15
, Issue.2
, pp. 219-250
-
-
Jacobs, R.A.1
Jordan, M.I.2
Barto, A.G.3
-
13
-
-
71349086364
-
Ensemble with neural networks for bankruptcy prediction
-
M.-J. Kim, and D.-K. Kang Ensemble with neural networks for bankruptcy prediction Expert Syst. Appl. 37 4 2010 3373 3379
-
(2010)
Expert Syst. Appl.
, vol.37
, Issue.4
, pp. 3373-3379
-
-
Kim, M.-J.1
Kang, D.-K.2
-
14
-
-
0032021555
-
On combining classifiers
-
J. Kittler, M. Hatef, R.P.W. Duin, and J. Matas On combining classifiers IEEE Trans. Pattern Anal. Mach. Intell. 20 3 1998 226 239
-
(1998)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.20
, Issue.3
, pp. 226-239
-
-
Kittler, J.1
Hatef, M.2
Duin, R.P.W.3
Matas, J.4
-
15
-
-
85164392958
-
A study of cross-validation and bootstrap for accuracy estimation and model selection
-
R. Kohavi A study of cross-validation and bootstrap for accuracy estimation and model selection Int. Jt. Conf. Artif. Intell. 1995 1137 1143
-
(1995)
Int. Jt. Conf. Artif. Intell.
, pp. 1137-1143
-
-
Kohavi, R.1
-
16
-
-
0036472946
-
A theoretical study oon six classifier fusion strategies
-
L.I. Kuncheva A theoretical study oon six classifier fusion strategies IEEE Trans. Pattern Anal. Mach. Intell. 24 2 2002 281 286
-
(2002)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.24
, Issue.2
, pp. 281-286
-
-
Kuncheva, L.I.1
-
18
-
-
56349112745
-
An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring
-
L. Nanni, and A. Lumini An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring Expert Syst. Appl. 36 2 2009 3028 3033
-
(2009)
Expert Syst. Appl.
, vol.36
, Issue.2
, pp. 3028-3033
-
-
Nanni, L.1
Lumini, A.2
-
19
-
-
0000551189
-
Popular ensemble methods: An empirical study
-
D. Opitz, and R. Maclin Popular ensemble methods: an empirical study J. Artif. Intell. Res. 11 1999 169 198
-
(1999)
J. Artif. Intell. Res.
, vol.11
, pp. 169-198
-
-
Opitz, D.1
Maclin, R.2
-
20
-
-
35348915328
-
Classifier ensembles: Select real-world applications
-
N.C. Oza, and K. Tumer Classifier ensembles: select real-world applications Inf. Fus. 9 1 2008 4 20
-
(2008)
Inf. Fus.
, vol.9
, Issue.1
, pp. 4-20
-
-
Oza, N.C.1
Tumer, K.2
-
22
-
-
34548100943
-
Multi-classifier systems: Review and a roadmap for developers
-
R. Ranawana, and V. Palade Multi-classifier systems: review and a roadmap for developers Int. Hybrid Intell. Syst. 3 1 2006 35 61
-
(2006)
Int. Hybrid Intell. Syst.
, vol.3
, Issue.1
, pp. 35-61
-
-
Ranawana, R.1
Palade, V.2
-
23
-
-
69449097857
-
Taxonomy for characterizing ensemble methods in classification tasks: A review and annotated bibliography
-
L. Rokach Taxonomy for characterizing ensemble methods in classification tasks: a review and annotated bibliography Comput. Stat. Data Anal. 53 12 2009 4046 4072
-
(2009)
Comput. Stat. Data Anal.
, vol.53
, Issue.12
, pp. 4046-4072
-
-
Rokach, L.1
-
24
-
-
0025448521
-
The strength of weak learnabilty
-
R.E. Schapire The strength of weak learnabilty Mach. Learn. 5 2 1990 197 227
-
(1990)
Mach. Learn.
, vol.5
, Issue.2
, pp. 197-227
-
-
Schapire, R.E.1
-
26
-
-
79953722212
-
AdaBoost ensemble for financial distress prediction: An empirical comparison with data from Chinese listed companies
-
J. Sun, M.-Y. Jia, and H. Li AdaBoost ensemble for financial distress prediction: an empirical comparison with data from Chinese listed companies Expert Syst. Appl. 38 8 2011 9305 9312
-
(2011)
Expert Syst. Appl.
, vol.38
, Issue.8
, pp. 9305-9312
-
-
Sun, J.1
Jia, M.-Y.2
Li, H.3
-
27
-
-
49549093161
-
Financial decision support using neural networks and support vector machines
-
C.-F. Tsai Financial decision support using neural networks and support vector machines Exp. Syst. 25 4 2008 380 393
-
(2008)
Exp. Syst.
, vol.25
, Issue.4
, pp. 380-393
-
-
Tsai, C.-F.1
-
28
-
-
59349101361
-
Feature selection in bankruptcy prediction
-
C.-F. Tsai Feature selection in bankruptcy prediction Knowl. Based Syst. 22 2 2009 120 127
-
(2009)
Knowl. Based Syst.
, vol.22
, Issue.2
, pp. 120-127
-
-
Tsai, C.-F.1
-
29
-
-
38649113538
-
Using neural network ensembles for bankruptcy prediction and credit scoring
-
C.-F. Tsai, and J.-W. Wu Using neural network ensembles for bankruptcy prediction and credit scoring Expert Syst. Appl. 34 4 2008 2639 2649
-
(2008)
Expert Syst. Appl.
, vol.34
, Issue.4
, pp. 2639-2649
-
-
Tsai, C.-F.1
Wu, J.-W.2
-
30
-
-
71349085322
-
Multiple classifier application to credit risk assessment
-
B. Twala Multiple classifier application to credit risk assessment Expert Syst. Appl. 37 4 2010 3326 3336
-
(2010)
Expert Syst. Appl.
, vol.37
, Issue.4
, pp. 3326-3336
-
-
Twala, B.1
-
32
-
-
84155181098
-
Two credit scoring models based on dual strategy ensemble trees
-
G. Wang, J. Ma, L. Huang, and K. Xu Two credit scoring models based on dual strategy ensemble trees Knowl. Based Syst. 26 February 2012 61 68
-
(2012)
Knowl. Based Syst.
, vol.26
, Issue.FEBRUARY
, pp. 61-68
-
-
Wang, G.1
Ma, J.2
Huang, L.3
Xu, K.4
-
33
-
-
0034118581
-
Neural network credit scoring models
-
D. West Neural network credit scoring models Comput. Oper. Res. 27 11/12 2000 1131 1152
-
(2000)
Comput. Oper. Res.
, vol.27
, Issue.11-12
, pp. 1131-1152
-
-
West, D.1
-
34
-
-
13544268431
-
Neural network ensemble strategies for financial decision applications
-
D. West, S. Dellana, and J. Qian Neural network ensemble strategies for financial decision applications Comput. Oper. Res. 32 10 2005 2543 2559
-
(2005)
Comput. Oper. Res.
, vol.32
, Issue.10
, pp. 2543-2559
-
-
West, D.1
Dellana, S.2
Qian, J.3
-
35
-
-
77957832237
-
Vertical bagging decision trees model for credit scoring
-
D. Zhang, X. Zhou, S.C.H. Leung, and J. Zheng Vertical bagging decision trees model for credit scoring Expert Syst. Appl. 37 2 2010 7838 7843
-
(2010)
Expert Syst. Appl.
, vol.37
, Issue.2
, pp. 7838-7843
-
-
Zhang, D.1
Zhou, X.2
Leung, S.C.H.3
Zheng, J.4
|