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
Independent component analysis and (simultaneous) third-order tensor diagonalization
TL;DR: It is shown that simultaneous optimal diagonalization of "third-order tensor slices" of the fourth-order cumulant is a suitable strategy and is similar in spirit to the efficient JADE-algorithm.
Cluster synchronization in oscillatory networks.
TL;DR: The conditions for cluster partitioning into ensembles for identical chaotic systems are studied, focusing mainly on the existence and the stability of unique unconditional clusters whose rise does not depend on the origin of the other clusters.
Constrained Predictive Control using Fuzzy Models
Jairo Espinosa,Joos Vandewalle +1 more
- 01 Jan 1999
TL;DR: New ideas about the estimation of the parameters needed to construct the QP are presented, making the solution of this QP very close to the \optimal" solution of the original Non-linear Quadratic Optimization problem.
On-Line Learning Fokker-Planck Machine
TL;DR: An on-line learning version of the Fokker-Planck machine that makes use of a regularized constrained normalized LMS algorithm in order to estimate the time-derivative of the parameter vector of a radial basis function network.
Extracting Linguistic Fuzzy Models from Numerical Data-AFRELI Algorithm
Jairo Espinosa,Joos Vandewalle +1 more
- 01 Jan 2003
TL;DR: The concepts of linguistic integrity and interpretability are used as a framework to design an algorithm to construct linguistic fuzzy models from Numerical Data that combines prior knowledge and numerical information.