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Joos Vandewalle
Joos Vandewalle
Professor at Electrical Engineering Dept (ESAT-Stadius) KULeuven
Adresă de e-mail confirmată pe esat.kuleuven.be - Pagina de pornire
Titlu
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Least squares support vector machine classifiers
JAK Suykens, J Vandewalle
Neural processing letters 9, 293-300, 1999
138681999
Least squares support vector machines
JAK Suykens, T Van Gestel, J De Brabanter, B De Moor, JPL Vandewalle
World scientific, 2002
58312002
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
52912000
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
20632000
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
18452002
Benchmarking least squares support vector machine classifiers
T Van Gestel, JAK Suykens, B Baesens, S Viaene, J Vanthienen, ...
Machine learning 54, 5-32, 2004
9342004
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
8182001
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
7702001
Optimal control by least squares support vector machines
JAK Suykens, J Vandewalle, B De Moor
Neural networks 14 (1), 23-35, 2001
7702001
Artificial neural networks for modelling and control of non-linear systems
JAK Suykens, JPL Vandewalle, BL De Moor
Springer Science & Business Media, 2012
7442012
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
6372000
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
6121989
Hash functions based on block ciphers: A synthetic approach
B Preneel, R Govaerts, J Vandewalle
Advances in Cryptology—CRYPTO’93: 13th Annual International Cryptology …, 1994
5811994
Recurrent least squares support vector machines
JAK Suykens, J Vandewalle
IEEE Transactions on Circuits and Systems I: Fundamental Theory and …, 2000
5772000
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
4571993
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
Propagation characteristics of Boolean functions
B Preneel, W Van Leekwijck, L Van Linden, R Govaerts, J Vandewalle
Advances in Cryptology—EUROCRYPT’90: Workshop on the Theory and Application …, 1991
4211991
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
4132002
Machine learning in side-channel analysis: a first study
G Hospodar, B Gierlichs, E De Mulder, I Verbauwhede, J Vandewalle
Journal of Cryptographic Engineering 1 (4), 293-302, 2011
4122011
True random bit generation from a double-scroll attractor
ME Yalçin, JAK Suykens, J Vandewalle
IEEE Transactions on Circuits and Systems I: Regular Papers 51 (7), 1395-1404, 2004
3972004
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