Theo dơi
Tony Van Gestel
Tony Van Gestel
Mục liên kết không xác định
Email được xác minh tại dexia.com
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Benchmarking state-of-the-art classification algorithms for credit scoring
B Baesens, T Van Gestel, S Viaene, M Stepanova, J Suykens, ...
Journal of the operational research society 54 (6), 627-635, 2003
13532003
Benchmarking least squares support vector machine classifiers
T Van Gestel, JAK Suykens, B Baesens, S Viaene, J Vanthienen, ...
Machine learning 54, 5-32, 2004
9282004
Financial time series prediction using least squares support vector machines within the evidence framework
T Van Gestel, JAK Suykens, DE Baestaens, A Lambrechts, G Lanckriet, ...
IEEE Transactions on neural networks 12 (4), 809-821, 2001
7642001
Comprehensible credit scoring models using rule extraction from support vector machines
D Martens, B Baesens, T Van Gestel, J Vanthienen
European journal of operational research 183 (3), 1466-1476, 2007
6122007
LS-SVMlab: a matlab/c toolbox for least squares support vector machines
K Pelckmans, JAK Suykens, T Van Gestel, J De Brabanter, L Lukas, ...
Tutorial. KULeuven-ESAT. Leuven, Belgium 142 (1-2), 2002
4452002
Credit risk management, Basic concepts: financial risk components, rating analysis, models, economic and regulatory capital
TV Van Gestel
Oxford University Press, 2009
4382009
Bayesian framework for least-squares support vector machine classifiers, Gaussian processes, and kernel Fisher discriminant analysis
T Van Gestel, JAK Suykens, G Lanckriet, A Lambrechts, B De Moor, ...
Neural computation 14 (5), 1115-1147, 2002
4082002
Bayesian kernel based classification for financial distress detection
T Van Gestel, B Baesens, JAK Suykens, D Van den Poel, DE Baestaens, ...
European journal of operational research 172 (3), 979-1003, 2006
2602006
Decompositional rule extraction from support vector machines by active learning
D Martens, BB Baesens, T Van Gestel
IEEE Transactions on Knowledge and Data Engineering 21 (2), 178-191, 2008
2422008
A support vector machine formulation to PCA analysis and its kernel version
JAK Suykens, T Van Gestel, J Vandewalle, B De Moor
IEEE Transactions on neural networks 14 (2), 447-450, 2003
2002003
Neural network survival analysis for personal loan data
B Baesens, T Van Gestel, M Stepanova, D Van den Poel, J Vanthienen
Journal of the Operational Research Society 56 (9), 1089-1098, 2005
1852005
A support vector machine approach to credit scoring
IT Van Gestel, B Baesens, IJ Garcia, P Van Dijcke
FORUM FINANCIER-REVUE BANCAIRE ET FINANCIAIRE BANK EN FINANCIEWEZEN-, 73-82, 2003
1682003
Inferring descriptive and approximate fuzzy rules for credit scoring using evolutionary algorithms
F Hoffmann, B Baesens, C Mues, T Van Gestel, J Vanthienen
European journal of operational research 177 (1), 540-555, 2007
1372007
Identification of stable models in subspace identification by using regularization
T Van Gestel, JAK Suykens, P Van Dooren, B De Moor
IEEE Transactions on Automatic control 46 (9), 1416-1420, 2001
1302001
Preoperative prediction of malignancy of ovarian tumors using least squares support vector machines
C Lu, T Van Gestel, JAK Suykens, S Van Huffel, I Vergote, D Timmerman
Artificial Intelligence in Medicine 28 (3), 281-306, 2003
1072003
A process model to develop an internal rating system: Sovereign credit ratings
T Van Gestel, B Baesens, P Van Dijcke, J Garcia, JAK Suykens, ...
Decision Support Systems 42 (2), 1131-1151, 2006
1062006
Credit rating prediction using ant colony optimization
D Martens, T Van Gestel, M De Backer, R Haesen, J Vanthienen, ...
Journal of the Operational Research Society 61 (4), 561-573, 2010
922010
Bankruptcy prediction with least squares support vector machine classifiers
T Van Gestel, B Baesens, J Suykens, M Espinoza, DE Baestaens, ...
2003 IEEE International Conference on Computational Intelligence for …, 2003
902003
An empirical assessment of kernel type performance for least squares support vector machine classifiers
B Baesens, S Viaene, T Van Gestel, JAK Suykens, G Dedene, B De Moor, ...
KES'2000. Fourth International Conference on Knowledge-Based Intelligent …, 2000
882000
Forecasting and analyzing insurance companies' ratings
T Van Gestel, D Martens, B Baesens, D Feremans, J Huysmans, ...
International Journal of Forecasting 23 (3), 513-529, 2007
842007
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