-
1
-
-
84980104458
-
Financial ratios, discriminant analysis and the prediction of corporate bankruptcy
-
E.I. Altman Financial ratios, discriminant analysis and the prediction of corporate bankruptcy The Journal of Finance 23 4 1968 589 609
-
(1968)
The Journal of Finance
, vol.23
, Issue.4
, pp. 589-609
-
-
Altman, E.I.1
-
2
-
-
79151470578
-
Combining models from neural networks and inductive learning algorithms
-
J.K. Bae, and J. Kim Combining models from neural networks and inductive learning algorithms Expert Systems with Applications 38 5 2011 4839 4850
-
(2011)
Expert Systems with Applications
, vol.38
, Issue.5
, pp. 4839-4850
-
-
Bae, J.K.1
Kim, J.2
-
3
-
-
85076265982
-
Class imbalance learning methods for support vector machines
-
H. He, Y. Ma, John Wiley & Sons Inc. Hoboken, USA
-
R. Batuwita, and V. Palade Class imbalance learning methods for support vector machines H. He, Y. Ma, Imbalanced learning: Foundations, algorithms, and applications 2013 John Wiley & Sons Inc. Hoboken, USA
-
(2013)
Imbalanced Learning: Foundations, Algorithms, and Applications
-
-
Batuwita, R.1
Palade, V.2
-
4
-
-
53349152341
-
Bankruptcy classification errors in the 1980s: An empirical analysis of Altman's and Ohlson's models
-
J. Begley, J. Ming, and S.G. Watts Bankruptcy classification errors in the 1980s: An empirical analysis of Altman's and Ohlson's models Review of Accounting Studies 1 4 1996 267 284
-
(1996)
Review of Accounting Studies
, vol.1
, Issue.4
, pp. 267-284
-
-
Begley, J.1
Ming, J.2
Watts, S.G.3
-
5
-
-
84866004751
-
A novel five-category loan-risk evaluation model using multiclass LS-SVM by PSO
-
J. Cao, H. Lu, W. Wang, and J. Wang A novel five-category loan-risk evaluation model using multiclass LS-SVM by PSO International Journal of Information Technology & Decision Making 11 4 2012 857 874
-
(2012)
International Journal of Information Technology & Decision Making
, vol.11
, Issue.4
, pp. 857-874
-
-
Cao, J.1
Lu, H.2
Wang, W.3
Wang, J.4
-
6
-
-
77951969231
-
Training and testing low-degree polynomial data mappings via linear SVM
-
Y.-W. Chang, C.-J. Hsieh, K.-W. Chang, M. Ringgaard, and C.-J. Lin Training and testing low-degree polynomial data mappings via linear SVM The Journal of Machine Learning Research 11 2010 1471 1490
-
(2010)
The Journal of Machine Learning Research
, vol.11
, pp. 1471-1490
-
-
Chang, Y.-W.1
Hsieh, C.-J.2
Chang, K.-W.3
Ringgaard, M.4
Lin, C.-J.5
-
7
-
-
60249090307
-
Differential evolution trained wavelet neural networks: Application to bankruptcy prediction in banks
-
N. Chauhan, V. Ravi, and Chandra.D. Karthik Differential evolution trained wavelet neural networks: Application to bankruptcy prediction in banks Expert Systems with Applications 36 4 2009 7659 7665
-
(2009)
Expert Systems with Applications
, vol.36
, Issue.4
, pp. 7659-7665
-
-
Chauhan, N.1
Ravi, V.2
Karthik Chandra., D.3
-
8
-
-
60249097374
-
Alternative diagnosis of corporate bankruptcy: A neuro fuzzy approach
-
H.-J. Chen, S.Y. Huang, and C.-S. Lin Alternative diagnosis of corporate bankruptcy: A neuro fuzzy approach Expert Systems with Applications 36 4 2009 7710 7720
-
(2009)
Expert Systems with Applications
, vol.36
, Issue.4
, pp. 7710-7720
-
-
Chen, H.-J.1
Huang, S.Y.2
Lin, C.-S.3
-
9
-
-
34249753618
-
Support-vector networks
-
C. Cortes, and V. Vapnik Support-vector networks Machine Learning 20 3 1995 273 297
-
(1995)
Machine Learning
, vol.20
, Issue.3
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
10
-
-
75449088834
-
Support vector machines and their application in credit risk evaluation process
-
P. Danenas, and G. Garsva Support vector machines and their application in credit risk evaluation process Transformations in Business & Economics 8 3, Suppl. B 2009 57 69
-
(2009)
Transformations in Business & Economics
, vol.8
, Issue.3
, pp. 57-69
-
-
Danenas, P.1
Garsva, G.2
-
12
-
-
84881283632
-
Credit risk evaluation modeling using evolutionary linear SVM classifiers and sliding window approach
-
P. Danenas, and G. Garsva Credit risk evaluation modeling using evolutionary linear SVM classifiers and sliding window approach Procedia Computer Science 9 2012 1324 1333
-
(2012)
Procedia Computer Science
, vol.9
, pp. 1324-1333
-
-
Danenas, P.1
Garsva, G.2
-
13
-
-
79958287678
-
Credit risk evaluation model development using support vector based classifiers
-
P. Danenas, G. Garsva, and S. Gudas Credit risk evaluation model development using support vector based classifiers Procedia Computer Science 4 2011 1699 1707
-
(2011)
Procedia Computer Science
, vol.4
, pp. 1699-1707
-
-
Danenas, P.1
Garsva, G.2
Gudas, S.3
-
14
-
-
0000275837
-
A discriminant analysis of predictors of business failure
-
E. Deakin A discriminant analysis of predictors of business failure Journal of Accounting Research 10 1972 167 179
-
(1972)
Journal of Accounting Research
, vol.10
, pp. 167-179
-
-
Deakin, E.1
-
15
-
-
81855176118
-
Comparing alternative classifiers for database marketing: The case of imbalanced datasets
-
E. Duman, Y. Ekinci, and A. TanrIverdi Comparing alternative classifiers for database marketing: The case of imbalanced datasets Expert Systems with Applications 39 1 2012 48 53
-
(2012)
Expert Systems with Applications
, vol.39
, Issue.1
, pp. 48-53
-
-
Duman, E.1
Ekinci, Y.2
Tanriverdi, A.3
-
17
-
-
50949133669
-
LIBLINEAR: A library for large linear classification
-
R. Fan, K. Chang, C. Hsieh, X. Wang, and C. Lin LIBLINEAR: A library for large linear classification The Journal of Machine Learning Research 9 2008 1871 1874
-
(2008)
The Journal of Machine Learning Research
, vol.9
, pp. 1871-1874
-
-
Fan, R.1
Chang, K.2
Hsieh, C.3
Wang, X.4
Lin, C.5
-
19
-
-
84888373039
-
Particle swarm optimization for linear support vector machines based classifier selection
-
G. Garsva, and P. Danenas Particle swarm optimization for linear support vector machines based classifier selection Nonlinear Analysis: Modelling and Control 19 1 2014 26 42
-
(2014)
Nonlinear Analysis: Modelling and Control
, vol.19
, Issue.1
, pp. 26-42
-
-
Garsva, G.1
Danenas, P.2
-
20
-
-
84919926457
-
A hybrid support vector machine ensemble model for credit scoring
-
A. Ghodselahi A hybrid support vector machine ensemble model for credit scoring International Journal of Computer Applications 17 5 2011 1 5
-
(2011)
International Journal of Computer Applications
, vol.17
, Issue.5
, pp. 1-5
-
-
Ghodselahi, A.1
-
21
-
-
9244260899
-
The limitations of bankruptcy prediction models: Some cautions for the researcher
-
J.S. Grice, and M.T. Dugan The limitations of bankruptcy prediction models: some cautions for the researcher Review of Quantitative Finance and Accounting 17 2 2001 151 166
-
(2001)
Review of Quantitative Finance and Accounting
, vol.17
, Issue.2
, pp. 151-166
-
-
Grice, J.S.1
Dugan, M.T.2
-
22
-
-
0041370142
-
Tests of the generalizability of Altman's bankruptcy prediction model
-
J.S. Grice, and R.W. Ingram Tests of the generalizability of Altman's bankruptcy prediction model Journal of Business Research 54 2001 53 61
-
(2001)
Journal of Business Research
, vol.54
, pp. 53-61
-
-
Grice, J.S.1
Ingram, R.W.2
-
24
-
-
84876046068
-
Quantitative credit risk assessment using support vector machines: Broad versus narrow default definitions
-
T. Harris Quantitative credit risk assessment using support vector machines: Broad versus narrow default definitions Expert Systems with Applications 40 11 2013 4404 4413
-
(2013)
Expert Systems with Applications
, vol.40
, Issue.11
, pp. 4404-4413
-
-
Harris, T.1
-
25
-
-
84907481786
-
Credit scoring using the clustered support vector machine
-
T. Harris Credit scoring using the clustered support vector machine Expert Systems with Applications 42 2 2015 741 750
-
(2015)
Expert Systems with Applications
, vol.42
, Issue.2
, pp. 741-750
-
-
Harris, T.1
-
26
-
-
84879466018
-
Company failure prediction in the construction industry
-
I.M. Horta, and A.S. Camanho Company failure prediction in the construction industry Expert Systems with Applications 40 16 2013 6253 6257
-
(2013)
Expert Systems with Applications
, vol.40
, Issue.16
, pp. 6253-6257
-
-
Horta, I.M.1
Camanho, A.S.2
-
27
-
-
70349580621
-
A data driven ensemble classifier for credit scoring analysis
-
N.-C. Hsieh, and L.-P. Hung A data driven ensemble classifier for credit scoring analysis Expert Systems with Applications 37 1 2010 534 545
-
(2010)
Expert Systems with Applications
, vol.37
, Issue.1
, pp. 534-545
-
-
Hsieh, N.-C.1
Hung, L.-P.2
-
30
-
-
77955917628
-
Consumer credit-risk models via machine-learning algorithms
-
A.E. Khandani, A.J. Kim, and A.W. Lo Consumer credit-risk models via machine-learning algorithms Journal of Banking & Finance 34 11 2010 2767 2787
-
(2010)
Journal of Banking & Finance
, vol.34
, Issue.11
, pp. 2767-2787
-
-
Khandani, A.E.1
Kim, A.J.2
Lo, A.W.3
-
31
-
-
84855202615
-
A corporate credit rating model using multi-class support vector machines with an ordinal pairwise partitioning approach
-
K. Kim, and H. Ahn A corporate credit rating model using multi-class support vector machines with an ordinal pairwise partitioning approach Computers & Operations Research 39 8 2012 1800 1811
-
(2012)
Computers & Operations Research
, vol.39
, Issue.8
, pp. 1800-1811
-
-
Kim, K.1
Ahn, H.2
-
32
-
-
79951603973
-
A reliable and efficient hybrid PSO for parameters optimization of LS-SVM in production rate prediction
-
Kong, W., Cheng, W., Ding, J., & Chai, T. (2010). A reliable and efficient hybrid PSO for parameters optimization of LS-SVM in production rate prediction. In 2010 international symposium on computational intelligence and design, pp. 140-143.
-
(2010)
2010 International Symposium on Computational Intelligence and Design
, pp. 140-143
-
-
Kong, W.1
Cheng, W.2
Ding, J.3
Chai, T.4
-
33
-
-
84878300417
-
Consumer credit risk: Individual probability estimates using machine learning
-
J. Kruppa, A. Schwarz, G. Arminger, and A. Ziegler Consumer credit risk: Individual probability estimates using machine learning Expert Systems with Applications 40 13 2013 5125 5131
-
(2013)
Expert Systems with Applications
, vol.40
, Issue.13
, pp. 5125-5131
-
-
Kruppa, J.1
Schwarz, A.2
Arminger, G.3
Ziegler, A.4
-
34
-
-
33746773632
-
Credit risk evaluation with least square support vector machine
-
G.-Y. Wang, J.F. Peters, A. Skowron, Y. Yao, Lecture Notes in Computer Science Springer Berlin Heidelberg
-
K.K. Lai, L. Yu, L. Zhou, and S. Wang Credit risk evaluation with least square support vector machine G.-Y. Wang, J.F. Peters, A. Skowron, Y. Yao, Rough sets and knowledge technology Lecture Notes in Computer Science Vol. 4062 2006 Springer Berlin Heidelberg 490 495
-
(2006)
Rough Sets and Knowledge Technology
, vol.4062
, pp. 490-495
-
-
Lai, K.K.1
Yu, L.2
Zhou, L.3
Wang, S.4
-
36
-
-
12744273934
-
Solving imbalanced classification problems with support vector machines
-
Las Vegas, Nevada, USA
-
Lessmann, S. (2004). Solving imbalanced classification problems with support vector machines. In Proceedings of the international conference on artificial intelligence, IC-AI '04, Las Vegas, Nevada, USA, pp. 214-220.
-
(2004)
Proceedings of the International Conference on Artificial Intelligence, IC-AI '04
, pp. 214-220
-
-
Lessmann, S.1
-
37
-
-
80855132450
-
Improved conjugate gradient implementation for least squares support vector machines
-
B. Li, S. Song, and K. Li Improved conjugate gradient implementation for least squares support vector machines Pattern Recognition Letters 33 2 2012 121 125
-
(2012)
Pattern Recognition Letters
, vol.33
, Issue.2
, pp. 121-125
-
-
Li, B.1
Song, S.2
Li, K.3
-
38
-
-
48749109333
-
Particle swarm optimization for parameter determination and feature selection of support vector machines
-
S.-W. Lin, K.-C. Ying, S.-C. Chen, and Z.-J. Lee Particle swarm optimization for parameter determination and feature selection of support vector machines Expert Systems with Applications 35 4 2008 1817 1824
-
(2008)
Expert Systems with Applications
, vol.35
, Issue.4
, pp. 1817-1824
-
-
Lin, S.-W.1
Ying, K.-C.2
Chen, S.-C.3
Lee, Z.-J.4
-
39
-
-
77956611805
-
Tax forecasting theory and model based on SVM optimized by PSO
-
L. Li-xia, Z. Yi-qi, and X. Liu Tax forecasting theory and model based on SVM optimized by PSO Expert Systems with Applications 38 2011 116 120
-
(2011)
Expert Systems with Applications
, vol.38
, pp. 116-120
-
-
Li-Xia, L.1
Yi-Qi, Z.2
Liu, X.3
-
41
-
-
84896741326
-
Combining market and accounting-based models for credit scoring using a classification scheme based on support vector machines
-
D. Niklis, M. Doumpos, and C. Zopounidis Combining market and accounting-based models for credit scoring using a classification scheme based on support vector machines Applied Mathematics and Computation 234 2014 69 81
-
(2014)
Applied Mathematics and Computation
, vol.234
, pp. 69-81
-
-
Niklis, D.1
Doumpos, M.2
Zopounidis, C.3
-
42
-
-
0000666375
-
Financial ratios and the probabilistic prediction of bankruptcy
-
J. 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.1
-
43
-
-
84893553584
-
Cost-Sensitive support vector machine for semi-supervised learning
-
Zh. Qi, Y. Tian, Y. Shi, and X. Yu Cost-Sensitive support vector machine for semi-supervised learning Procedia Computer Science 18 2013 1684 1689
-
(2013)
Procedia Computer Science
, vol.18
, pp. 1684-1689
-
-
Qi, Zh.1
Tian, Y.2
Shi, Y.3
Yu, X.4
-
45
-
-
0008104389
-
Forecasting bankruptcy more accurately: A simple hazard model
-
T. Shumway Forecasting bankruptcy more accurately: A simple hazard model Journal of Business 74 1 2001 101 124
-
(2001)
Journal of Business
, vol.74
, Issue.1
, pp. 101-124
-
-
Shumway, T.1
-
47
-
-
0032638628
-
Least squares support vector machine classifiers
-
J.A.K. Suykens, and J. Vandewalle Least squares support vector machine classifiers Neural Processing Letters 9 3 1999 293 300
-
(1999)
Neural Processing Letters
, vol.9
, Issue.3
, pp. 293-300
-
-
Suykens, J.A.K.1
Vandewalle, J.2
-
48
-
-
0000915681
-
Forecasting company failure in the UK using discriminant analysis and financial ratio data
-
R. Taffler Forecasting company failure in the UK using discriminant analysis and financial ratio data Journal of the Royal Statistical Society. Series A (General) 145 1982 342 358
-
(1982)
Journal of the Royal Statistical Society. Series A (General)
, vol.145
, pp. 342-358
-
-
Taffler, R.1
-
49
-
-
79551644528
-
Particle swarm optimization: Hybridization perspectives and experimental illustrations
-
R. Thangaraj, M. Pant, A. Abraham, and P. Bouvry Particle swarm optimization: Hybridization perspectives and experimental illustrations Applied Mathematics and Computation 217 12 2011 5208 5226
-
(2011)
Applied Mathematics and Computation
, vol.217
, Issue.12
, pp. 5208-5226
-
-
Thangaraj, R.1
Pant, M.2
Abraham, A.3
Bouvry, P.4
-
50
-
-
38649113538
-
Using neural network ensembles for bankruptcy prediction and credit scoring
-
C. Tsai, and J. Wu Using neural network ensembles for bankruptcy prediction and credit scoring Expert Systems with Applications 34 4 2008 2639 2649
-
(2008)
Expert Systems with Applications
, vol.34
, Issue.4
, pp. 2639-2649
-
-
Tsai, C.1
Wu, J.2
-
53
-
-
84855863614
-
A hybrid ensemble approach for enterprise credit risk assessment based on Support Vector Machine
-
G. Wang, and J. Ma A hybrid ensemble approach for enterprise credit risk assessment based on Support Vector Machine Expert Systems with Applications 39 5 2012 5325 5331
-
(2012)
Expert Systems with Applications
, vol.39
, Issue.5
, pp. 5325-5331
-
-
Wang, G.1
Ma, J.2
-
54
-
-
0034045697
-
A bibliography of neural network business applications research: 1994-1998
-
B.K. Wong, V.S. Lai, and J. Lam A bibliography of neural network business applications research: 1994-1998 Computers & Operations Research 27 2000 1045 1076
-
(2000)
Computers & Operations Research
, vol.27
, pp. 1045-1076
-
-
Wong, B.K.1
Lai, V.S.2
Lam, J.3
-
55
-
-
0008400478
-
Neural network applications in finance: A review and analysis of literature (1990-1996)
-
B. Wong, and Y. Selvi Neural network applications in finance: A review and analysis of literature (1990-1996) Information & Management 34 1998 129 139
-
(1998)
Information & Management
, vol.34
, pp. 129-139
-
-
Wong, B.1
Selvi, Y.2
-
56
-
-
33751068050
-
A real-valued genetic algorithm to optimize the parameters of support vector machine for predicting bankruptcy
-
C. Wu, G. Tzeng, Y. Goo, and W. Fang A real-valued genetic algorithm to optimize the parameters of support vector machine for predicting bankruptcy Expert Systems with Applications 32 2 2007 397 408
-
(2007)
Expert Systems with Applications
, vol.32
, Issue.2
, pp. 397-408
-
-
Wu, C.1
Tzeng, G.2
Goo, Y.3
Fang, W.4
-
57
-
-
36148959733
-
Credit risk assessment with a multistage neural network ensemble learning approach
-
L. Yu, S. Wang, and K.K. Lai Credit risk assessment with a multistage neural network ensemble learning approach Expert Systems with Applications 34 2 2008 1434 1444
-
(2008)
Expert Systems with Applications
, vol.34
, Issue.2
, pp. 1434-1444
-
-
Yu, L.1
Wang, S.2
Lai, K.K.3
-
58
-
-
80052023180
-
Credit risk evaluation using a weighted least squares SVM classifier with design of experiment for parameter selection
-
L. Yu, X. Yao, S. Wang, and K.K. Lai Credit risk evaluation using a weighted least squares SVM classifier with design of experiment for parameter selection Expert Systems with Applications 38 2011 15392 15399
-
(2011)
Expert Systems with Applications
, vol.38
, pp. 15392-15399
-
-
Yu, L.1
Yao, X.2
Wang, S.3
Lai, K.K.4
-
59
-
-
71749114830
-
Support vector machine based multiagent ensemble learning for credit risk evaluation
-
L. Yu, W. Yue, S. Wang, and K.K. Lai Support vector machine based multiagent ensemble learning for credit risk evaluation Expert Systems with Applications 37 2 2010 1351 1360
-
(2010)
Expert Systems with Applications
, vol.37
, Issue.2
, pp. 1351-1360
-
-
Yu, L.1
Yue, W.2
Wang, S.3
Lai, K.K.4
-
61
-
-
84898786664
-
Credit risk evaluation using multi-criteria optimization classifier with kernel, fuzzification and penalty factors
-
Z. Zhang, G. Gao, and Y. Shi Credit risk evaluation using multi-criteria optimization classifier with kernel, fuzzification and penalty factors European Journal of Operational Research 237 2014 335 348
-
(2014)
European Journal of Operational Research
, vol.237
, pp. 335-348
-
-
Zhang, Z.1
Gao, G.2
Shi, Y.3
-
62
-
-
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 Systems with Applications 37 12 2010 7838 7843
-
(2010)
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
-
64
-
-
70349437327
-
Least squares support vector machines ensemble models for credit scoring
-
L. Zhou, K.K. Lai, and L. Yu Least squares support vector machines ensemble models for credit scoring Expert Systems with Applications 37 1 2010 127 133
-
(2010)
Expert Systems with Applications
, vol.37
, Issue.1
, pp. 127-133
-
-
Zhou, L.1
Lai, K.K.2
Yu, L.3
-
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 1984 59 82
-
(1984)
Journal of Accounting Research
, vol.22
, pp. 59-82
-
-
Zmijewski, M.1
|