Vanthienen, Jan

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

Baesens, B., Van Gestel, T., Viaene, S., Stepanova, M., Suykens, J., & Vanthienen, J. (2003) · Journal of the Operational Research Society

Financial Distress and Bankruptcy PredictionImbalanced Data Classification Techniques

Cited by 904

Comprehensible credit scoring models using rule extraction from support vector machines

Martens, D., Baesens, B., Van Gestel, T., & Vanthienen, J. (2007) · European Journal of Operational Research

Explainable Artificial Intelligence (XAI)Data Mining Algorithms and Applications

Cited by 448

An empirical evaluation of the comprehensibility of decision table, tree and rule based predictive models

Huysmans, J., Dejaeger, K., Mues, C., Vanthienen, J., & Baesens, B. (2011) · Decision Support Systems

Explainable Artificial Intelligence (XAI)Data Mining Algorithms and Applications

Cited by 425

Predicting tax avoidance by means of social network analytics

Lismont, J., Cardinaels, E., Bruynseels, L., De Groote, S., Baesens, B., Lemahieu, W., & Vanthienen, J. (2018) · Decision Support Systems

Corporate Taxation and AvoidanceTaxation and Legal Issues

Cited by 51