Tony Van Gestel

Publications by Year

Research Areas

Financial Distress and Bankruptcy Prediction, Credit Risk and Financial Regulations, Imbalanced Data Classification Techniques, Face and Expression Recognition, Neural Networks and Applications

Most-Cited Works

• → Least Squares Support Vector Machines(2002)3,631 cited
• → Benchmarking state-of-the-art classification algorithms for credit scoring(2003)866 cited
• → Benchmarking Least Squares Support Vector Machine Classifiers(2003)746 cited
• → Financial time series prediction using least squares support vector machines within the evidence framework(2001)499 cited
• → Comprehensible credit scoring models using rule extraction from support vector machines(2007)421 cited
• → Bayesian Framework for Least-Squares Support Vector Machine Classifiers, Gaussian Processes, and Kernel Fisher Discriminant Analysis(2002)292 cited
• → Bayesian kernel based classification for financial distress detection(2005)178 cited
• → Decompositional Rule Extraction from Support Vector Machines by Active Learning(2009)174 cited
• → Neural network survival analysis for personal loan data(2005)145 cited