Thomas Verbraken

Toward Comprehensible Software Fault Prediction Models Using Bayesian Network Classifiers

Karel Dejaeger, Thomas Verbraken, Bart Baesens · IEEE Transactions on Software Engineering · 2012 · 190 citations

Software Maintenance, Software Reliability Testing, Engineering +24

Development and application of consumer credit scoring models using profit-based classification measures

Thomas Verbraken, Cristián Bravo, Richard W. Weber et al. · European Journal of Operational Research · 2014 · 170 citations · Full text

Classification Method, Consumer Credit, Predictive Analytics +11

A Novel Profit Maximizing Metric for Measuring Classification Performance of Customer Churn Prediction Models

Thomas Verbraken, Wouter Verbeke, Bart Baesens · IEEE Transactions on Knowledge and Data Engineering · 2012 · 160 citations

Marketing Analytics, Customer Satisfaction, Business Intelligence +20

Profit-based feature selection using support vector machines – General framework and an application for customer retention

Sebastián Maldonado, Álvaro Flores, Thomas Verbraken et al. · Applied Soft Computing · 2015 · 75 citations · Full text

Marketing Analytics, Customer Satisfaction, Support Vector Machine +14

Profit optimizing customer churn prediction with Bayesian network classifiers

Thomas Verbraken, Wouter Verbeke, Bart Baesens · Intelligent Data Analysis · 2014 · 42 citations · Full text

Customer Satisfaction, Customer Churn Prediction, Engineering +19