Concepedia

Tony Van Gestel

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Publications

34

Citations

4.7K

H-Index

26

Active since

2001

Affiliations

KU Leuven(Current)

University of Southampton

Ghent University

National Bank of Belgium

HOGENT University of Applied Sciences and Arts

Tony Van Gestel is an author at KU Leuven specializing in machine learning, computing, and support vector machines.

Publications per year

2001–2014

34

Publications

34

Benchmarking state-of-the-art classification algorithms for credit scoring

Bart Baesens, Tony Van Gestel, Stijn Viaene et al. · Journal of the Operational Research Society · 2003 · 882 citations

Computing, Data Science, Finance +14

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

Financial time series prediction using least squares support vector machines within the evidence framework

Tony Van Gestel, Johan A. K. Suykens, Dirk-Emma Baestaens et al. · IEEE Transactions on Neural Networks · 2001 · 499 citations

Business, Economics, Finance +17

Comprehensible credit scoring models using rule extraction from support vector machines

David Martens, Bart Baesens, Tony Van Gestel et al. · European Journal of Operational Research · 2007 · 422 citations

Computing, Computer Science, Data Science +16

Bayesian Framework for Least-Squares Support Vector Machine Classifiers, Gaussian Processes, and Kernel Fisher Discriminant Analysis

Tony Van Gestel, Johan A. K. Suykens, Gert Lanckriet et al. · Neural Computation · 2002 · 293 citations

Computing, Computer Science, Machine Learning +16

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