Joos Vandewalle
Katholieke Universiteit Leuven
747 Papers
7.3K Citations
Joos Vandewalle is an academic researcher from Katholieke Universiteit Leuven. The author has contributed to research in topics: Artificial neural network & Singular value decomposition. The author has an hindex of 73, co-authored 747 publications. Previous affiliations of Joos Vandewalle include University of Virginia & Catholic University of Leuven.
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Papers
NL/sub q/ theory: checking and imposing stability of recurrent neural networks for nonlinear modeling
TL;DR: The paper discusses how Narendra's (1990, 1991) dynamic backpropagation procedure, which is used for identifying recurrent neural networks from I/O measurements, can be modified with an NL/sub q/ stability constraint in order to ensure globally asymptotically stable identified models.
Automatic relevance determination for least squares support vector machine regression
T. Van Gestel,Johan A. K. Suykens,B. De Moor,Joos Vandewalle +3 more
- 15 Jul 2001
TL;DR: The idea of automatic relevance determination (ARD) is extended to least squares support vector machines for regression by weighting the inputs so as to obtain the most probable model for the given finite number of data points.
The autonomous impact resonator: a new operating principle for a silicon resonant strain gauge
TL;DR: In this article, a new oscillation principle for silicon resonators, based on large vibrational amplitudes and on non-linear effects, is described, using only a capacitive microbridge, a resistor and a d.c, source, an autonomous oscillator can be obtained without the need for an external oscillator circuit.
Multiclass LS-SVMs: Moderated Outputs and Coding-Decoding Schemes
T. Van Gestel,Johan A. K. Suykens,Gert R. G. Lanckriet,A. Lambrechts,B. De Moor,Joos Vandewalle +5 more
TL;DR: In this paper, Bayes' rule is repeatedly applied to infer the posterior multiclass probabilities, using the moderated outputs of the binary plug-in classifiers and the prior multiclasses probabilities, which motivates the use of loss function based decoding instead of Hamming decoding.
Solutions for anonymous communication on the Internet
Joris Claessens,Bart Preneel,Joos Vandewalle +2 more
- 01 Jan 1999
TL;DR: This paper gives a short overview on the currently existing technical solutions for anonymous communication, and the different solutions provide anonymity to connections in general, and anonymity in specific applications, like email and the World Wide Web.