Jan Vanthienen

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

Using Neural Network Rule Extraction and Decision Tables for Credit-Risk Evaluation

Bart Baesens, Rudy Setiono, Christophe Mues et al. · Management Science · 2003 · 536 citations

Computing, Computer Science, Decision Sciences +17

Classification With Ant Colony Optimization

David Martens, Manu De Backer, Raf Haesen et al. · IEEE Transactions on Evolutionary Computation · 2007 · 436 citations

Computing, Computer Science, Algorithms +15

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