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Author ID: van-gestel.tony Recent zbMATH articles by "Van Gestel, Tony"
Published as: Van Gestel, Tony; Van Gestel, T.; van Gestel, Tony; van Gestel, T.
External Links: MGP
Documents Indexed: 17 Publications since 2000, including 2 Books
Co-Authors: 24 Co-Authors with 17 Joint Publications
887 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

14 Publications have been cited 393 times in 334 Documents Cited by Year
Least squares support vector machines. Zbl 1017.93004
Suykens, Johan A. K.; Van Gestel, Tony; De Brabanter, Jos; De Moor, Bart; Vandewalle, Joos
148
2002
Bayesian framework for least-squares support vector machine classifiers, Gaussian processes, and kernel Fisher discriminant analysis. Zbl 1003.68146
Van Gestel, T.; Suykens, J. A. K.; Lanckriet, G.; Lambrechts, A.; De Moor, B.; Vandewalle, J.
54
2002
Benchmarking least squares support vector machine classifiers. Zbl 1078.68737
van Gestel, Tony; Suykens, Johan A. K.; Baesens, Bart; Viaene, Stijn; Vanthienen, Jan; Dedene, Guido; de Moor, Bart; Vandewalle, Joos
49
2004
Comprehensible credit scoring models using rule extraction from support vector machines. Zbl 1278.91177
Martens, David; Baesens, Bart; Van Gestel, Tony; Vanthienen, Jan
38
2007
Benchmarking state-of-the-art classification algorithms for credit scoring. Zbl 1097.91516
Baesens, B.; Van Gestel, T.; Viaene, S.; Stepanova, M.; Suykens, J.; Vanthienen, J.
38
2003
Identification of stable models in subspace identification by using regularization. Zbl 1004.93010
Van Gestel, T.; Suykens, J. A. K.; Van Dooren, P.; De Moor, B.
13
2001
Neural network survival analysis for personal loan data. Zbl 1095.90110
Baesens, B.; Van Gestel, T.; Stepanova, M.; Van den Poel, D.; Vanthienen, J.
11
2005
Identification of positive real models in subspace identification by using regularization. Zbl 1364.93828
Goethals, Ivan; Van Gestel, Tony; Suykens, Johan; Van Dooren, Paul; De Moor, Bart
10
2003
Knowledge discovery in a direct marketing case using least squares support vector machines. Zbl 0995.90054
Viaene, S.; Baesens, B.; Van Gestel, T.; Suykens, J. A. K.; Van den Poel, D.; Vanthienen, J.; De Moor, B.; Dedene, G.
8
2001
Kernel canonical correlation analysis and least squares support vector machines. Zbl 1001.68717
Van Gestel, Tony; Suykens, Johan A. K.; De Brabanter, Jos; De Moor, Bart; Vandewalle, Joos
6
2001
Bayesian kernel based classification for financial distress detection. Zbl 1111.90330
Van Gestel, Tony; Baesens, Bart; Suykens, Johan A. K.; Van den Poel, Dirk; Baestaens, Dirk-Emma; Willekens, Marleen
6
2006
Multiclass LS-SVMs: Moderated outputs and coding-decoding schemes. Zbl 1008.68739
van Gestel, T.; Suykens, J. A. K.; Lanckriet, G.; Lambrechts, A.; de Moor, B.; Vandewalle, J.
5
2002
Inferring descriptive and approximate fuzzy rules for credit scoring using evolutionary algorithms. Zbl 1111.90070
Hoffmann, F.; Baesens, B.; Mues, C.; Van Gestel, T.; Vanthienen, J.
4
2007
On frequency weighted balanced truncation: Hankel singular values and error bounds. Zbl 1293.93308
Van Gestel, Tony; De Moor, Bart; Anderson, Brian D. O.; Van Overschee, Peter
3
2001
Comprehensible credit scoring models using rule extraction from support vector machines. Zbl 1278.91177
Martens, David; Baesens, Bart; Van Gestel, Tony; Vanthienen, Jan
38
2007
Inferring descriptive and approximate fuzzy rules for credit scoring using evolutionary algorithms. Zbl 1111.90070
Hoffmann, F.; Baesens, B.; Mues, C.; Van Gestel, T.; Vanthienen, J.
4
2007
Bayesian kernel based classification for financial distress detection. Zbl 1111.90330
Van Gestel, Tony; Baesens, Bart; Suykens, Johan A. K.; Van den Poel, Dirk; Baestaens, Dirk-Emma; Willekens, Marleen
6
2006
Neural network survival analysis for personal loan data. Zbl 1095.90110
Baesens, B.; Van Gestel, T.; Stepanova, M.; Van den Poel, D.; Vanthienen, J.
11
2005
Benchmarking least squares support vector machine classifiers. Zbl 1078.68737
van Gestel, Tony; Suykens, Johan A. K.; Baesens, Bart; Viaene, Stijn; Vanthienen, Jan; Dedene, Guido; de Moor, Bart; Vandewalle, Joos
49
2004
Benchmarking state-of-the-art classification algorithms for credit scoring. Zbl 1097.91516
Baesens, B.; Van Gestel, T.; Viaene, S.; Stepanova, M.; Suykens, J.; Vanthienen, J.
38
2003
Identification of positive real models in subspace identification by using regularization. Zbl 1364.93828
Goethals, Ivan; Van Gestel, Tony; Suykens, Johan; Van Dooren, Paul; De Moor, Bart
10
2003
Least squares support vector machines. Zbl 1017.93004
Suykens, Johan A. K.; Van Gestel, Tony; De Brabanter, Jos; De Moor, Bart; Vandewalle, Joos
148
2002
Bayesian framework for least-squares support vector machine classifiers, Gaussian processes, and kernel Fisher discriminant analysis. Zbl 1003.68146
Van Gestel, T.; Suykens, J. A. K.; Lanckriet, G.; Lambrechts, A.; De Moor, B.; Vandewalle, J.
54
2002
Multiclass LS-SVMs: Moderated outputs and coding-decoding schemes. Zbl 1008.68739
van Gestel, T.; Suykens, J. A. K.; Lanckriet, G.; Lambrechts, A.; de Moor, B.; Vandewalle, J.
5
2002
Identification of stable models in subspace identification by using regularization. Zbl 1004.93010
Van Gestel, T.; Suykens, J. A. K.; Van Dooren, P.; De Moor, B.
13
2001
Knowledge discovery in a direct marketing case using least squares support vector machines. Zbl 0995.90054
Viaene, S.; Baesens, B.; Van Gestel, T.; Suykens, J. A. K.; Van den Poel, D.; Vanthienen, J.; De Moor, B.; Dedene, G.
8
2001
Kernel canonical correlation analysis and least squares support vector machines. Zbl 1001.68717
Van Gestel, Tony; Suykens, Johan A. K.; De Brabanter, Jos; De Moor, Bart; Vandewalle, Joos
6
2001
On frequency weighted balanced truncation: Hankel singular values and error bounds. Zbl 1293.93308
Van Gestel, Tony; De Moor, Bart; Anderson, Brian D. O.; Van Overschee, Peter
3
2001
all top 5

Cited by 759 Authors

39 Suykens, Johan A. K.
10 De Moor, Bart L. R.
8 Baesens, Bart
6 Carrizosa, Emilio
6 Huang, XiaoLin
6 Pelckmans, Kristiaan
5 De Brabanter, Jos
5 Romero Morales, Dolores
5 Steinwart, Ingo
5 Zopounidis, Constantin
4 Alzate, Carlos
4 Couckuyt, Ivo
4 De Brabanter, Kris
4 Dhaene, Tom
4 Doumpos, Michael
4 Hang, Hanyuan
4 Lai, Kinkeung
4 Lessmann, Stefan
4 Martens, David
4 Molero-Río, Cristina
4 Mues, Christophe
4 Pahikkala, Tapio
4 Piga, Dario
4 Pillonetto, Gianluigi
4 Shi, Lei
4 Tóth, Roland
4 Zhao, Yongping
3 Blanquero, Rafael
3 Castro-Garcia, Ricardo
3 Cawley, Gavin C.
3 Christmann, Andreas
3 Feng, Yunlong
3 Hubert, Mia
3 Liu, Fanghui
3 Schreurs, Joachim
3 Sreeram, Victor
3 Talbot, Nicola L. C.
3 Van den Poel, Dirk
3 Van Gestel, Tony
3 Vanthienen, Jan
3 Yang, Jie
3 Zhou, Ligang
2 Agudelo, Oscar Mauricio
2 Airola, Antti
2 Bang, Sungwan
2 Boberg, Jorma
2 Bravo, Cristián
2 Chen, Songcan
2 Chen, Zhenyu
2 Cherkassky, Vladimir S.
2 Daqi, Gao
2 De Baets, Bernard
2 De Lathauwer, Lieven
2 De Nicolao, Giuseppe
2 Debruyne, Michiel
2 Deschrijver, Dirk
2 Dinuzzo, Francesco
2 Djehiche, Boualem
2 Dutta, Pranab Kumar
2 Efe, Mehmet Onder
2 El Ghourabi, Mohamed
2 Fanuel, Michaël
2 Fung, Glenn Martin
2 Gao, Guangxia
2 Ghorai, Santanu
2 Goethals, Ivan
2 Härdle, Wolfgang Karl
2 Inoue, Masaki
2 Irwin, George William
2 Jani, Mostafa
2 Jhun, Myoungshic Jhun
2 Jian, Ling
2 Karsmakers, Peter
2 Kourehli, Seyed Sina
2 Krishnan, Sridhar
2 Langone, Rocco
2 Laurain, Vincent
2 Li, Jianping
2 Li, Kang
2 Liu, Wanquan
2 Liu, Zhibin
2 Ljung, Lennart
2 Ma, Xin
2 Mangasarian, Olvi L.
2 Markovsky, Ivan
2 Mehrkanoon, Siamak
2 Mukherjee, Anirban
2 Parand, Kourosh
2 Pardalos, Panos M.
2 Provost, Foster
2 Sermpinis, Georgios
2 Shi, Yong
2 Stasinakis, Charalampos
2 Sun, Jianguo
2 Thomas, Lyn Carey
2 Tian, Yingjie
2 Tsivtsivadze, Evgeni
2 van der Herten, Joachim
2 Waegeman, Willem
2 Wang, Kangkang
...and 659 more Authors
all top 5

Cited in 101 Serials

43 European Journal of Operational Research
20 Automatica
20 Neural Networks
18 Machine Learning
17 Pattern Recognition
11 Mathematical Problems in Engineering
10 Information Sciences
8 Applied Mathematics and Computation
8 Computers & Operations Research
8 Neural Computation
6 International Journal of Control
6 Computational Statistics and Data Analysis
6 Advances in Data Analysis and Classification. ADAC
4 Applied Mathematical Modelling
4 Communications in Statistics. Simulation and Computation
4 European Journal of Control
4 Quantitative Finance
4 Journal of Machine Learning Research (JMLR)
4 Journal of Zhejiang University. Science A
3 Physica A
3 International Journal of Robust and Nonlinear Control
3 Advances in Engineering Software
3 Applied and Computational Harmonic Analysis
3 Soft Computing
3 Computational Management Science
3 Computational & Mathematical Methods in Medicine
2 Computers & Mathematics with Applications
2 Chaos, Solitons and Fractals
2 The Annals of Statistics
2 Mathematics and Computers in Simulation
2 Systems & Control Letters
2 Statistical Science
2 Signal Processing
2 International Journal of Adaptive Control and Signal Processing
2 Communications in Statistics. Theory and Methods
2 Computational and Applied Mathematics
2 Top
2 PAA. Pattern Analysis and Applications
2 Journal of Applied Statistics
2 Communications in Nonlinear Science and Numerical Simulation
2 Journal of Applied Mathematics
2 Analysis and Applications (Singapore)
2 International Journal of Wavelets, Multiresolution and Information Processing
2 Optimization Letters
2 Electronic Journal of Statistics
2 International Journal of Information Technology & Decision Making
2 Statistics and Computing
2 Statistics & Risk Modeling
1 International Journal of Systems Science
1 Journal of Computational Physics
1 Biometrics
1 Journal of Approximation Theory
1 Journal of Computational and Applied Mathematics
1 Journal of Multivariate Analysis
1 Operations Research
1 SIAM Journal on Control and Optimization
1 Statistics & Probability Letters
1 Information and Computation
1 Annals of Operations Research
1 Numerical Algorithms
1 Computational Statistics
1 Linear Algebra and its Applications
1 SIAM Journal on Optimization
1 Journal of Mathematical Imaging and Vision
1 Computational Optimization and Applications
1 Computational Economics
1 SIAM Journal on Scientific Computing
1 Statistical Papers
1 Journal of Inverse and Ill-Posed Problems
1 The Journal of Artificial Intelligence Research (JAIR)
1 Bernoulli
1 INFORMS Journal on Computing
1 Abstract and Applied Analysis
1 Journal of Combinatorial Optimization
1 Wuhan University Journal of Natural Sciences (WUJNS)
1 Data Mining and Knowledge Discovery
1 Journal of the Royal Statistical Society. Series C. Applied Statistics
1 Discrete Dynamics in Nature and Society
1 International Journal of Applied Mathematics and Computer Science
1 Archives of Computational Methods in Engineering
1 Journal of Systems Science and Complexity
1 OR Spectrum
1 Computational Biology and Chemistry
1 Advances in Difference Equations
1 Journal of Industrial and Management Optimization
1 Engineering Optimization
1 New Mathematics and Natural Computation
1 Inverse Problems in Science and Engineering
1 Statistical Analysis and Data Mining
1 Nonlinear Analysis. Hybrid Systems
1 Statistics Surveys
1 Iranian Journal of Mathematical Chemistry
1 Operations Research and Decisions
1 Asian Journal of Control
1 International Journal of Structural Stability and Dynamics
1 Numerical Algebra, Control and Optimization
1 Journal of the Operations Research Society of China
1 East Asian Journal on Applied Mathematics
1 International Journal of Systems Science. Principles and Applications of Systems and Integration
1 AIMS Mathematics
...and 1 more Serials

Citations by Year