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Johan Suykens
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Least squares support vector machine classifiers
JAK Suykens, J Vandewalle
Neural Processing Letters 9 (3), 293-300, 1999
129141999
Least Squares Support Vector Machines
JAK Suykens, T Van Gestel, J De Brabanter, B De Moor, J Vandewalle
International journal of circuit theory and applications, 2002
5703*2002
Weighted least squares support vector machines: robustness and sparse approximation
JAK Suykens, J De Brabanter, L Lukas, J Vandewalle
Neurocomputing 48 (1-4), 85-105, 2002
17832002
Benchmarking state-of-the-art classification algorithms for credit scoring
B Baesens, T Van Gestel, S Viaene, M Stepanova, JAK Suykens, ...
Journal of the Operational Research Society 54 (6), 627-635, 2003
12802003
Benchmarking least squares support vector machine classifiers
T Van Gestel, JAK Suykens, B Baesens, S Viaene, J Vanthienen, ...
Machine learning 54, 5-32, 2004
9062004
Optimal control by least squares support vector machines
JAK Suykens, J Vandewalle, B De Moor
Neural networks 14 (1), 23-35, 2001
7522001
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
7462001
Artificial neural networks for modelling and control of non-linear systems
JAK Suykens, JPL Vandewalle, BL De Moor
Springer Science & Business Media, 2012
7052012
Recurrent least squares support vector machines
JAK Suykens, J Vandewalle
IEEE Transactions on Circuits and Systems I: Fundamental Theory and …, 2000
5662000
Least Squares Support Vector Machines
JAK Suykens, T Van Gestel, J De Brabanter, B De Moor, J Vandewalle
World Scientific (ISBN 981-238-151-1), 2002
563*2002
Least Squares Support Vector Machines
JAK Suykens, T Van Gestel, J De Brabanter, B De Moor, J Vandewalle
World Scientific, 2002
563*2002
Nonlinear modelling and support vector machines
JAK Suykens
Proceedings of the 18th IEEE Instrumentation and Measurement Technology …, 2001
5212001
Sparse approximation using least squares support vector machines
JAK Suykens, L Lukas, J Vandewalle
2000 IEEE international symposium on circuits and systems (ISCAS) 2, 757-760, 2000
5132000
Sparse approximation using least squares support vector machines
JAK Suykens, L Lukas, J Vandewalle
Proceedings IEEE International Symposium on Circuits and Systems (ISCAS 2000 …, 2000
5132000
Generation of n-double scrolls (n= 1, 2, 3, 4,…)
JAK Suykens, J Vandewalle
IEEE Transactions on Circuits and Systems I: Fundamental Theory and …, 1993
4481993
LS-SVMlab: a matlab/c toolbox for least squares support vector machines
K Pelckmans, JAK Suykens, T Van Gestel, J De Brabanter, L Lukas, ...
Internal Report 02-44, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2002, 2002
4412002
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
3942002
True random bit generation from a double-scroll attractor
ME Yalcin, JAK Suykens, J Vandewalle
IEEE Transactions on Circuits and Systems I: Fundamental Theory and …, 2004
3832004
A tutorial on support vector machine-based methods for classification problems in chemometrics
J Luts, F Ojeda, R Van de Plas, B De Moor, S Van Huffel, JAK Suykens
Analytica Chimica Acta 665 (2), 129-145, 2010
3802010
Coupled simulated annealing
S Xavier-de-Souza, JAK Suykens, J Vandewalle, D Bollé
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 40 …, 2010
3752010
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Articles 1–20