-
1
-
-
0000032342
-
How effective are neural networks at forecasting and prediction? A review and evaluation
-
M. Adya, and F. Collopy How effective are neural networks at forecasting and prediction? A review and evaluation International Journal of Forecasting 17 5-6 1998 48 495
-
(1998)
International Journal of Forecasting
, vol.17
, Issue.56
, pp. 48-495
-
-
Adya, M.1
Collopy, F.2
-
2
-
-
41149115573
-
Bankruptcy forecasting: An empirical comparison of AdaBoost and neural networks
-
E. Alfaro, N. García, M. Gámez, and D. Elizondo Bankruptcy forecasting: an empirical comparison of AdaBoost and neural networks Decision Support Systems 45 1 2008 110 122
-
(2008)
Decision Support Systems
, vol.45
, Issue.1
, pp. 110-122
-
-
Alfaro, E.1
García, N.2
Gámez, M.3
Elizondo, D.4
-
3
-
-
84980104458
-
Financial ratios, discriminant analysis and the prediction of corporate bankruptcy
-
E.I. Altman Financial ratios, discriminant analysis and the prediction of corporate bankruptcy Journal of Finance 23 4 1968 589 609
-
(1968)
Journal of Finance
, vol.23
, Issue.4
, pp. 589-609
-
-
Altman, E.I.1
-
4
-
-
9644265270
-
Automated variable selection methods for logistic regression produced unstable models for predicting acute myocardial infarction mortality
-
DOI 10.1016/j.jclinepi.2004.04.003, PII S0895435604001118
-
P.C. Austin, and J.V. Tu Automated variable selection methods for logistic regression produced unstable models for predicting acute myocardial infarction mortality Journal of Clinical Epidemiology 57 11 2004 1138 1146 (Pubitemid 39573020)
-
(2004)
Journal of Clinical Epidemiology
, vol.57
, Issue.11
, pp. 1138-1146
-
-
Austin, P.C.1
Tu, J.V.2
-
5
-
-
4644355177
-
-
Bank for International Settlements, Basel Committee on Banking Supervision, Bank for International Settlements (BIS) Basel Switzerland
-
Bank for International Settlements International Convergence of Capital Measurement and Capital Standards 2004 Basel Committee on Banking Supervision, Bank for International Settlements (BIS) Basel Switzerland
-
(2004)
International Convergence of Capital Measurement and Capital Standards
-
-
-
6
-
-
0037350844
-
Partial least squares for discrimination
-
M. Barker, and W. Rayens Partial least squares for discrimination Journal of Chemometrics 17 3 2003 166 173
-
(2003)
Journal of Chemometrics
, vol.17
, Issue.3
, pp. 166-173
-
-
Barker, M.1
Rayens, W.2
-
7
-
-
0002554419
-
Financial ratios as predictors of failure
-
(Supplement)
-
W.H. Beaver Financial ratios as predictors of failure Journal of Accounting Research 4 1966 71 111 (Supplement)
-
(1966)
Journal of Accounting Research
, vol.4
, pp. 71-111
-
-
Beaver, W.H.1
-
8
-
-
0000786043
-
Efficiency of financial institutions: International survey and directions for future research
-
PII S0377221796003426
-
A.N. Berger, and D.B. Humphrey Efficiency of financial institutions: International survey and directions for future research European Journal of Operational Research 98 2 1997 175 212 (Pubitemid 127380063)
-
(1997)
European Journal of Operational Research
, vol.98
, Issue.2
, pp. 175-212
-
-
Berger, A.N.1
Humphrey, D.B.2
-
10
-
-
0032766332
-
Robustness of partial least-squares method for estimating latent variable quality structures
-
C.M. Cassel, P. Hackl, and A.H. Westlund Robustness of partial least-squares method for estimating latent variable quality structures Journal of Applied Statistics 26 4 1999 435 446 (Pubitemid 29386272)
-
(1999)
Journal of Applied Statistics
, vol.26
, Issue.4
, pp. 435-446
-
-
Cassel, C.1
Hackl, P.2
Westlund, A.H.3
-
11
-
-
84972496372
-
Influential observations, high leverage points, and outliers in linear regression
-
S. Chatterjee, and A.S. Hadi Influential observations, high leverage points, and outliers in linear regression Statistical Science 1 3 1986 379 393
-
(1986)
Statistical Science
, vol.1
, Issue.3
, pp. 379-393
-
-
Chatterjee, S.1
Hadi, A.S.2
-
12
-
-
70449521196
-
Automatic keyword prediction using Google similarity distance
-
P.I. Chen, and S.J. Lin Automatic keyword prediction using Google similarity distance Expert Systems with Applications 37 3 2010 1928 1938
-
(2010)
Expert Systems with Applications
, vol.37
, Issue.3
, pp. 1928-1938
-
-
Chen, P.I.1
Lin, S.J.2
-
14
-
-
0028416730
-
Neural networks, decision tree induction and discriminant analysis: An empirical comparison
-
S.P. Curram, and J. Mingers Neural networks, decision tree induction and discriminant analysis: an empirical comparison Journal of the Operational Research Society 45 4 1994 440 450
-
(1994)
Journal of the Operational Research Society
, vol.45
, Issue.4
, pp. 440-450
-
-
Curram, S.P.1
Mingers, J.2
-
15
-
-
0010689618
-
Distributions of financial accounting ratios: Some empirical evidence
-
E. Deakin Distributions of financial accounting ratios: some empirical evidence The Accounting Review 51 1 1976 90 96
-
(1976)
The Accounting Review
, vol.51
, Issue.1
, pp. 90-96
-
-
Deakin, E.1
-
16
-
-
79953161322
-
Financial crises and bank failures: A review of prediction methods
-
Y. Demyanyk, and I. Hasan Financial crises and bank failures: a review of prediction methods Omega 38 5 2010 315 324
-
(2010)
Omega
, vol.38
, Issue.5
, pp. 315-324
-
-
Demyanyk, Y.1
Hasan, I.2
-
17
-
-
0031269184
-
On the Optimality of the Simple Bayesian Classifier under Zero-One Loss
-
P. Domingos, and M. Pazzani On the optimality of the simple Bayesian classifier under zero-one loss Machine Learning 29 1997 103 130 (Pubitemid 127510035)
-
(1997)
Machine Learning
, vol.29
, Issue.2-3
, pp. 103-130
-
-
Domingos, P.1
Pazzani, M.2
-
18
-
-
79955921715
-
Predicting corporate bankruptcy using a self-organizing map: An empirical study to improve the forecasting horizon of a financial failure model
-
P. du Jardin, and E. Séverin Predicting corporate bankruptcy using a self-organizing map: an empirical study to improve the forecasting horizon of a financial failure model Decision Support Systems 51 3 2011 701 711
-
(2011)
Decision Support Systems
, vol.51
, Issue.3
, pp. 701-711
-
-
Du Jardin, P.1
Séverin, E.2
-
19
-
-
84977404808
-
Pitfalls in the application of discriminant analysis in business, finance, and economics
-
R.A. Eisenbeis Pitfalls in the application of discriminant analysis in business, finance, and economics Journal of Finance 32 3 1977 875 900
-
(1977)
Journal of Finance
, vol.32
, Issue.3
, pp. 875-900
-
-
Eisenbeis, R.A.1
-
22
-
-
84875469098
-
-
FDIC, Federal Deposit Insurance Corporation
-
FDIC Quarterly Banking Profile, Fourth Quarter 2010 2011 Federal Deposit Insurance Corporation (http://www2.fdic.gov/qbp/2010dec/qbpall.html)
-
(2011)
Quarterly Banking Profile, Fourth Quarter 2010
-
-
-
24
-
-
70349280929
-
An experimental comparison of performance measures for classification
-
C. Ferri, J. Hernandez-Orallo, and R. Modroiu An experimental comparison of performance measures for classification Pattern Recognition Letters 30 1 2009 27 38
-
(2009)
Pattern Recognition Letters
, vol.30
, Issue.1
, pp. 27-38
-
-
Ferri, C.1
Hernandez-Orallo, J.2
Modroiu, R.3
-
26
-
-
2942598504
-
Variable selection in data mining: Building a predictive model for bankruptcy
-
DOI 10.1198/016214504000000287
-
D.P. Foster, and R.A. Stine Variable selection in data mining: building a predictive model for bankruptcy Journal of the American Statistical Association 99 466 2004 303 313 (Pubitemid 38750467)
-
(2004)
Journal of the American Statistical Association
, vol.99
, Issue.466
, pp. 303-313
-
-
Foster, D.P.1
Stine, R.A.2
-
28
-
-
0000900645
-
Serial correlation as a convenient simplification, not a nuisance: A comment on a study of the demand for money by the Bank of England
-
D.F. Hendry, and G.E. Mizon Serial correlation as a convenient simplification, not a nuisance: a comment on a study of the demand for money by the Bank of England The Economic Journal 88 351 1978 549 563
-
(1978)
The Economic Journal
, vol.88
, Issue.351
, pp. 549-563
-
-
Hendry, D.F.1
Mizon, G.E.2
-
29
-
-
0024880831
-
Multilayer feedforward networks are universal approximators
-
DOI 10.1016/0893-6080(89)90020-8
-
K. Hornik, M. Stinchcombe, and H. White Multilayer feedforward networks are universal approximators Neural Networks 2 5 1989 359 366 (Pubitemid 20609008)
-
(1989)
Neural Networks
, vol.2
, Issue.5
, pp. 359-366
-
-
Hornik Kurt1
Stinchcombe Maxwell2
White Halbert3
-
30
-
-
58349100252
-
A selective ensemble based on expected probabilities for bankruptcy prediction
-
C. Hung, and J.H. Chen A selective ensemble based on expected probabilities for bankruptcy prediction Expert Systems with Applications 36 3 2009 5297 5303
-
(2009)
Expert Systems with Applications
, vol.36
, Issue.3
, pp. 5297-5303
-
-
Hung, C.1
Chen, J.H.2
-
31
-
-
77957022971
-
Some common misunderstandings in chemometrics
-
K. Kjeldahl, and R. Bro Some common misunderstandings in chemometrics Journal of Chemometrics 24 7-8 2010 558 564
-
(2010)
Journal of Chemometrics
, vol.24
, Issue.78
, pp. 558-564
-
-
Kjeldahl, K.1
Bro, R.2
-
32
-
-
56249113343
-
Building predictive models in R using the caret package
-
M. Kuhn Building predictive models in R using the caret package Journal of Statistical Software 28 5 2008 1 26
-
(2008)
Journal of Statistical Software
, vol.28
, Issue.5
, pp. 1-26
-
-
Kuhn, M.1
-
33
-
-
0000740938
-
A five-state financial distress prediction model
-
A.H.L. Lau A five-state financial distress prediction model Journal of Accounting Research 25 1 1987 127 138
-
(1987)
Journal of Accounting Research
, vol.25
, Issue.1
, pp. 127-138
-
-
Lau, A.H.L.1
-
34
-
-
38249043632
-
Logit versus discriminant analysis. A specification test and application to corporate bankruptcies
-
A.W. Lo Logit versus discriminant analysis. A specification test and application to corporate bankruptcies Journal of Econometrics 31 2 1986 151 178
-
(1986)
Journal of Econometrics
, vol.31
, Issue.2
, pp. 151-178
-
-
Lo, A.W.1
-
35
-
-
0002531461
-
The experimental design of classification models: An application of recursive partitioning and bootstrapping to commercial bank loan classifications
-
(Supplement)
-
M.L. Marais, J. Patel, and M. Wolfson The experimental design of classification models: an application of recursive partitioning and bootstrapping to commercial bank loan classifications Journal of Accounting Research 22 1984 87 113 (Supplement)
-
(1984)
Journal of Accounting Research
, vol.22
, pp. 87-113
-
-
Marais, M.L.1
Patel, J.2
Wolfson, M.3
-
36
-
-
80052936929
-
-
D. Martens, J. Vanthienen, and W. Verbeke B Baesens B, Performance of classification models from a user perspective, Decision Support Systems 51 4 2011 782 793
-
(2011)
Baesens B, Performance of Classification Models from A User Perspective, Decision Support Systems
, vol.51
, Issue.4
, pp. 782-793
-
-
Martens, D.1
Vanthienen, J.2
Verbeke, W.B.3
-
37
-
-
0003612091
-
-
Ed Ellis Horwood
-
D. Michie, D.J. Spiegelhalter, C.C. Taylor, Machine learning, neural and statistical classification, Ed Ellis Horwood, 1994.
-
(1994)
Machine Learning, Neural and Statistical Classification
-
-
Michie, D.1
Spiegelhalter, D.J.2
Taylor, C.C.3
-
38
-
-
33747449778
-
On multicollinearity and concurvity in some nonlinear multivariate models
-
DOI 10.1007/s10260-006-0005-9
-
I. Morlini On multicollinearity and concurvity in some nonlinear multivariate models Statistical Methods and Applications 15 1 2006 3 26 (Pubitemid 44257111)
-
(2006)
Statistical Methods and Applications
, vol.15
, Issue.1
, pp. 3-26
-
-
Morlini, I.1
-
41
-
-
34548599794
-
A caution regarding rules of thumb for variance inflation factors
-
R.M. O'Brien A caution regarding rules of thumb for variance inflation factors Quality and Quantity 41 5 2007 673 690
-
(2007)
Quality and Quantity
, vol.41
, Issue.5
, pp. 673-690
-
-
O'Brien, R.M.1
-
42
-
-
0000666375
-
Financial ratios and the probabilistic prediction of bankruptcy
-
J.A. Ohlson Financial ratios and the probabilistic prediction of bankruptcy Journal of Accounting Research 18 1 1980 109 131
-
(1980)
Journal of Accounting Research
, vol.18
, Issue.1
, pp. 109-131
-
-
Ohlson, J.A.1
-
43
-
-
0037102687
-
Illuminating the "black box": A randomization approach for understanding variable contributions in artificial neural networks
-
DOI 10.1016/S0304-3800(02)00064-9, PII S0304380002000649
-
J.D. Olden, and D.A. Jackson Illuminating the "black box": a randomization approach for understanding variable contributions in artificial neural networks Ecological Modelling 154 1-2 2002 135 150 (Pubitemid 34793582)
-
(2002)
Ecological Modelling
, vol.154
, Issue.1-2
, pp. 135-150
-
-
Olden, J.D.1
Jackson, D.A.2
-
44
-
-
82255192254
-
Comparative analysis of data mining methods for bankruptcy prediction
-
D.L. Olson, D. Delen, and Y. Meng Comparative analysis of data mining methods for bankruptcy prediction Decision Support Systems 52 2 2012 464 473
-
(2012)
Decision Support Systems
, vol.52
, Issue.2
, pp. 464-473
-
-
Olson, D.L.1
Delen, D.2
Meng, Y.3
-
45
-
-
0036776641
-
A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction
-
DOI 10.1016/S0957-4174(02)00045-3, PII S0957417402000453
-
C.S. Park, and I. Han A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction Expert Systems with Applications 23 3 2002 255 264 (Pubitemid 34991878)
-
(2002)
Expert Systems with Applications
, vol.23
, Issue.3
, pp. 255-264
-
-
Park, C.-S.1
Han, I.2
-
46
-
-
0038620211
-
Prediction of clinical outcome with microarray data: A partial least squares discriminant analysis (PLS-DA) approach
-
M. Pérez-Enciso, and M. Tenenhaus Prediction of clinical outcome with microarray data: a partial least squares discriminant analysis (PLS-DA) approach Human Genetics 112 5-6 2003 581 592 (Pubitemid 36869053)
-
(2003)
Human Genetics
, vol.112
, Issue.5-6
, pp. 581-592
-
-
Perez-Enciso, M.1
Tenenhaus, M.2
-
48
-
-
33749469755
-
TANAGRA: A free software for research and academic purposes
-
R. Rakotomalala TANAGRA: a free software for research and academic purposes Proceedings of EGC'2005, RNTI-E-3 (2) 2005 697 702
-
(2005)
Proceedings of EGC'2005, RNTI-E-3 (2)
, pp. 697-702
-
-
Rakotomalala, R.1
-
50
-
-
33846314346
-
Bankruptcy prediction in banks and firms via statistical and intelligent techniques - A review
-
DOI 10.1016/j.ejor.2006.08.043, PII S0377221706008769
-
P.R. Ravi Kumar, and V. Ravi Bankruptcy prediction in banks and firms via statistical and intelligent techniques. A review European Journal of Operational Research 180 1 2007 1 28 (Pubitemid 46123864)
-
(2007)
European Journal of Operational Research
, vol.180
, Issue.1
, pp. 1-28
-
-
Ravi Kumar, P.1
Ravi, V.2
-
52
-
-
0035521221
-
Bayesian models for early warning of bank failures
-
S. Sarkar, and R.S. Sriram Bayesian models for early warning of bank failures Management Science 47 11 2001 1457 1475 (Pubitemid 34192834)
-
(2001)
Management Science
, vol.47
, Issue.11
, pp. 1457-1475
-
-
Sarkar, S.1
Sriram, R.S.2
-
54
-
-
0030190036
-
Self organizing neural networks for financial diagnosis
-
C. Serrano-Cinca Self organizing neural networks for financial diagnosis Decision Support Systems 17 3 1994 227 238
-
(1994)
Decision Support Systems
, vol.17
, Issue.3
, pp. 227-238
-
-
Serrano-Cinca, C.1
-
55
-
-
9244259665
-
An application of support vector machines in bankruptcy prediction model
-
K.S. Shin, T.S. Lee, and H.J. Kim An application of support vector machines in bankruptcy prediction model Expert Systems with Applications 28 1 2005 127 135
-
(2005)
Expert Systems with Applications
, vol.28
, Issue.1
, pp. 127-135
-
-
Shin, K.S.1
Lee, T.S.2
Kim, H.J.3
-
56
-
-
33846660949
-
Using Bayesian networks for bankruptcy prediction: Some methodological issues
-
DOI 10.1016/j.ejor.2006.04.019, PII S037722170600289X
-
L. Sun, and P.P. Shenoy Using Bayesian networks for bankruptcy prediction: some methodological issues European Journal of Operational Research 180 2 2007 738 753 (Pubitemid 46199064)
-
(2007)
European Journal of Operational Research
, vol.180
, Issue.2
, pp. 738-753
-
-
Sun, L.1
Shenoy, P.P.2
-
57
-
-
84997479670
-
Managerial applications of neural networks: The case of bank failure predictions
-
K.Y. Tam, and M.Y. Kiang Managerial applications of neural networks: the case of bank failure predictions Management Science 38 7 1992 926 947
-
(1992)
Management Science
, vol.38
, Issue.7
, pp. 926-947
-
-
Tam, K.Y.1
Kiang, M.Y.2
-
59
-
-
38949180527
-
Assessment of PLSDA cross validation
-
DOI 10.1007/s11306-007-0099-6
-
J.A. Westerhuis, C.J.H. Hoefsloot, S. Smit, D.J. Vis, A.K. Smilde, E.J.J. van Velzen, J.P.M. Duijnhoven, and F.A. van Dorsten Assessment of PLSDA cross validation Metabolomics 4 1 2008 81 89 (Pubitemid 351217591)
-
(2008)
Metabolomics
, vol.4
, Issue.1
, pp. 81-89
-
-
Westerhuis, J.A.1
Hoefsloot, H.C.J.2
Smit, S.3
Vis, D.J.4
Smilde, A.K.5
Velzen, E.J.J.6
Duijnhoven, J.P.M.7
Dorsten, F.A.8
-
60
-
-
0001098205
-
Estimation of Principal Components and Related Models by Iterative Least Squares
-
P.R. Krishnaiah, Academic Press New York
-
H. Wold Estimation of Principal Components and Related Models by Iterative Least Squares P.R. Krishnaiah, Multivariate Analysis 1966 Academic Press New York 391 420
-
(1966)
Multivariate Analysis
, pp. 391-420
-
-
Wold, H.1
-
61
-
-
0003476917
-
-
ESCOM Leiden, Holland
-
S. Wold, E. Johansson, and M. Cocchi 3D QSAR in Drug Design; Theory, Methods and Applications 1993 ESCOM Leiden, Holland 523 550
-
(1993)
3D QSAR in Drug Design; Theory, Methods and Applications
, pp. 523-550
-
-
Wold, S.1
Johansson, E.2
Cocchi, M.3
-
63
-
-
79952455921
-
Using partial least squares and support vector machines for bankruptcy prediction
-
Z. Yang, W. You, and G. Ji Using partial least squares and support vector machines for bankruptcy prediction Expert Systems with Applications 38 7 2011 8336 8342
-
(2011)
Expert Systems with Applications
, vol.38
, Issue.7
, pp. 8336-8342
-
-
Yang, Z.1
You, W.2
Ji, G.3
-
64
-
-
0001272231
-
The prediction of corporate failure: The state of the art
-
C.V. Zavgren The prediction of corporate failure: the state of the art Journal of Accounting Literature 2 Spring 1983 1 35
-
(1983)
Journal of Accounting Literature
, vol.2
, pp. 1-35
-
-
Zavgren, C.V.1
-
65
-
-
0001953906
-
Methodological issues related to the estimation of financial distress prediction models
-
M. Zmijewski Methodological issues related to the estimation of financial distress prediction models Journal of Accounting Research 22 1 1984 59 82
-
(1984)
Journal of Accounting Research
, vol.22
, Issue.1
, pp. 59-82
-
-
Zmijewski, M.1
|