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Tony Van Gestel | Researchclopedia

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Tony Van Gestel

79

Works

9,761

Citations

31

h-index

40

i10-index

Research Topics

Financial Distress and Bankruptcy Prediction Credit Risk and Financial Regulations Imbalanced Data Classification Techniques

Affiliations

Risk Engineering (Bulgaria)2013–2013

KU Leuven2000–2009

Top Works

Least Squares Support Vector Machines

Johan A. K. Suykens,Tony Van Gestel,et al.

20023,631 citations

Face and Expression Recognition

Neural Networks and Applications

Least Squares Support Vector Machines

Johan A. K. Suykens,Tony Van Gestel,et al.

20021,180 citations

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

Bart Baesens,Tony Van Gestel,et al.

2003866 citations

Benchmarking Least Squares Support Vector Machine Classifiers

Tony Van Gestel,Johan A. K. Suykens,et al.

2003746 citations

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

Tony Van Gestel,Johan A. K. Suykens,et al.

2001499 citations

Comprehensible credit scoring models using rule extraction from support vector machines

David Martens,Bart Baesens,et al.

2007421 citations

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

Tony Van Gestel,Johan A. K. Suykens,et al.

2002292 citations

Bayesian kernel based classification for financial distress detection

Tony Van Gestel,Bart Baesens,et al.

2005178 citations

Decompositional Rule Extraction from Support Vector Machines by Active Learning

David Martens,Bart Baesens,et al.

2009174 citations