Joos Vandewalle
Joos Vandewalle
Professor at Electrical Engineering Dept (ESAT-SCD) KULeuven
Adresse e-mail validée de esat.kuleuven.be - Page d'accueil
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Least squares support vector machine classifiers
JAK Suykens, J Vandewalle
Neural processing letters 9 (3), 293-300, 1999
106931999
Least squares support vector machines
JAK Suykens, T Van Gestel, J De Brabanter
World scientific, 2002
50922002
A multilinear singular value decomposition
L De Lathauwer, B De Moor, J Vandewalle
SIAM journal on Matrix Analysis and Applications 21 (4), 1253-1278, 2000
39882000
The total least squares problem: computational aspects and analysis
S Van Huffel, J Vandewalle
Society for Industrial and Applied Mathematics, 1991
20051991
On the Best Rank-1 and Rank-(R1 ,R2 ,. . .,RN) Approximation of Higher-Order Tensors
L De Lathauwer, B De Moor, J Vandewalle
SIAM journal on Matrix Analysis and Applications 21 (4), 1324-1342, 2000
16292000
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
15642002
Benchmarking least squares support vector machine classifiers
T Van Gestel, JAK Suykens, B Baesens, S Viaene, J Vanthienen, ...
Machine learning 54 (1), 5-32, 2004
8272004
Prognostic importance of degree of differentiation and cyst rupture in stage I invasive epithelial ovarian carcinoma
I Vergote, J De Brabanter, A Fyles, K Bertelsen, N Einhorn, P Sevelda, ...
The lancet 357 (9251), 176-182, 2001
7042001
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
6852001
Optimal control by least squares support vector machines
JAK Suykens, J Vandewalle, B De Moor
Neural networks 14 (1), 23-35, 2001
6822001
Artificial neural networks for modelling and control of non-linear systems
JAK Suykens, JPL Vandewalle, BL de Moor
Springer Science & Business Media, 1995
6091995
Fetal electrocardiogram extraction by blind source subspace separation
L De Lathauwer, B De Moor, J Vandewalle
IEEE transactions on biomedical engineering 47 (5), 567-572, 2000
5502000
Recurrent least squares support vector machines
JAK Suykens, J Vandewalle
IEEE Transactions on Circuits and Systems I: Fundamental Theory and …, 2000
5232000
On-and off-line identification of linear state-space models
M Moonen, B De Moor, L Vandenberghe, J Vandewalle
International Journal of Control 49 (1), 219-232, 1989
5091989
Hash functions based on block ciphers: A synthetic approach
B Preneel, R Govaerts, J Vandewalle
Annual international cryptology conference, 368-378, 1993
4931993
Nonlinear modelling and support vector machines
JAK Suykens
IMTC 2001. proceedings of the 18th IEEE instrumentation and measurement …, 2001
4782001
Guideline for the investigation and initial therapy of diarrhea-negative hemolytic uremic syndrome
G Ariceta, N Besbas, S Johnson, D Karpman, D Landau, C Licht, C Loirat, ...
Pediatric nephrology 24 (4), 687-696, 2009
4182009
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
4141993
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
3862002
Propagation characteristics of Boolean functions
B Preneel, W Van Leekwijck, L Van Linden, R Govaerts, J Vandewalle
Workshop on the Theory and Application of of Cryptographic Techniques, 161-173, 1990
3711990
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