Joos Vandewalle

Least Squares Support Vector Machine Classifiers

Johan A. K. Suykens, Joos Vandewalle · Neural Processing Letters · 1999 · 9.4K citations · Full text

Computing, Computer Science, Data Mining +6

A Multilinear Singular Value Decomposition

Lieven De Lathauwer, Bart De Moor, Joos Vandewalle · SIAM Journal on Matrix Analysis and Applications · 2000 · 4.2K citations · Full text

Computing, Computational Engineering, Complex Systems +16

Weighted least squares support vector machines: robustness and sparse approximation

Johan A. K. Suykens, Jos De Brabanter, Joos Vandewalle · Neurocomputing · 2002 · 1.3K citations · Full text

Computing, Computer Science, Data Mining +13

The Total Least Squares Problem: Computational Aspects and Analysis.

George W. Fisher, Sabine Van Huffel, Joos Vandewalle · Mathematics of Computation · 1992 · 1.2K citations

Computing, Computer Science, Algorithms +11

Benchmarking Least Squares Support Vector Machine Classifiers

Tony Van Gestel, Johan A. K. Suykens, Bart Baesens et al. · Machine Learning · 2003 · 749 citations · Full text

Computing, Computer Science, Mathematics +17