Concepedia

Joos Vandewalle

JV

236

Publications

32.1K

Citations

64

H-Index

1974

Active since

Affiliations

KU Leuven(Current)

University of California, Berkeley

Joos Vandewalle is an author at KU Leuven specializing in engineering, computer science, and computer engineering.

Top concepts

EngineeringComputer ScienceComputer EngineeringSignal ProcessingSystems EngineeringMachine LearningData ScienceInverse ProblemsStatisticsApproximation Theory

Publications per year

1974–2016

236

Publications

236

Least Squares Support Vector Machine Classifiers

Johan A. K. Suykens, Joos Vandewalle · Neural Processing Letters · 1999 · 9.3K citations · Full text

A Multilinear Singular Value Decomposition

Lieven De Lathauwer, Bart De Moor, Joos Vandewalle · SIAM Journal on Matrix Analysis and Applications · 2000 · 4.1K citations · Full text

Weighted least squares support vector machines: robustness and sparse approximation

Johan A. K. Suykens, Jos De Brabanter, Luděk Lukáš et al. · Neurocomputing · 2002 · 1.3K citations · Full text

Support Vector Machine, Engineering, Machine Learning +9

The Total Least Squares Problem: Computational Aspects and Analysis.

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

Parameter Estimation, Engineering, Least Squares Problems +8

Benchmarking Least Squares Support Vector Machine Classifiers

Tony Van Gestel, Johan A. K. Suykens, Bart Baesens et al. · Machine Learning · 2003 · 744 citations · Full text

Support Vector Machine, Classification Method, Image Analysis +13

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