Journal Articles

Van Vlasselaer, Véronique, Eliassi-Rad, Tina, Akoglu, Leman, Snoeck, Monique, & Baesens, Bart. (2017). GOTCHA! Network-based fraud detection for social security fraud. Management Science, 63(9), 3090-3110.

Moges, Helen Tadesse, Van Vlasselaer, Véronique, Lemahieu, Wilfried, & Baesens, Bart. (2016). Determining the use of Data Quality Metadata (DQM) for decision making purposes and its impact on decision outcomes. Decision Support Systems, 83, 32-46.

Van Vlasselaer, Véronique, Bravo, Cristián, Caelen, Olivier, Eliassi-Rad, Tina, Akoglu, Leman, Snoeck, Monique, & Baesens, Bart. (2015). APATE: A novel approach for automated credit card transaction fraud detection using network-based extensions. Decision Support Systems, 75, 38-48.

Conference Proceedings

Van Vlasselaer, Véronique, Akoglu, Leman, Eliassi-Rad, Tina, Snoeck, Monique, & Baesens, Bart. (2015). Guilt-by-constellation: Fraud detection by suspicious clique memberships. Proceedings of 48 Annual Hawaii International Conference on System Sciences, 2015-March, 918-927.

Pinheiro, Carlos, Van Vlasselaer, Véronique, Baesens, Bart, Evsukoff, Alexandre G, Silva, Moacyr AHB, & Ebecken, Nelson FF. (2015). A Models Comparison to Estimate Commuting Trips Based on Mobile Phone Data. SOFTWARE ENGINEERING IN INTELLIGENT SYSTEMS (CSOC2015), VOL 3, 349, 35-44.

Van Vlasselaer, Véronique, Eliassi-Rad, Tina, Akoglu, Leman, Snoeck, Monique, & Baesens, Bart. (2015). AFRAID: Fraud Detection via Active Inference in Time-Evolving Social Networks. Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Network Analysis, 659-666.

Van Vlasselaer, Véronique, Meskens, Jan, Van Dromme, Dries, & Baesens, Bart. (2013). Using social network knowledge for detecting spider constructions in social security fraud. Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Network Analysis and Mining, 819-826.

Abstracts, Presentations, Posters

Oskarsdottir, María, Vanthienen, Jan, Baesens, Bart, Van Vlasselaer, Véronique, & Backiel, Aimée. (2015). Effects of community-based churn detection in the telecom sector.

Van Vlasselaer, Véronique, Akoglu, Leman, Eliassi-Rad, Tina, Snoeck, Monique, & Baesens, Bart. (2014). Gotch’all! Advanced network analysis for detecting groups of fraud.

Van Vlasselaer, Véronique, Akoglu, Leman, Eliassi-Rad, Tina, Snoeck, Monique, & Baesens, Bart. (2014). Finding cliques in large fraudulent networks: Theory and insights.

Baesens, Bart, & Van Vlasselaer, Véronique. (2013). Social network analytics for fraud detection: Insights and challenges.

Van Vlasselaer, Véronique, Van Dromme, Dries, & Baesens, Bart. (2013). Social network analysis for detecting spider constructions in social security fraud: New insights and challenges.

Van Vlasselaer, Véronique, & Baesens, Bart. (2013). Improving fraud detection techniques using social network analytics for the Belgian government.

Books

Baesens, Bart, Van Vlasselaer, Véronique, & Verbeke, Wouter. (2015). Fraud Analytics using Descriptive, Predictive & Social Network Techniques (1st ed.). Wiley.

PhD Dissertation

Van Vlasselaer, V. (2015). FAIR: Forecasting and network analytics for collection risk management.

book_chapters_chapter

Verbraken, Thomas, Van Vlasselaer, Véronique, Verbeke, Wouter, Martens, David, & Baesens, Bart. (2013). Advanced rule base learning: Active learning, rule extraction, and incorporating domain knowledge. In Advanced database marketing: Innovative methodologies & applications for managing customer relationships (p. Advanced database marketing: innovative methodologies & applications for managing customer relationships; 2013). Gower Publishing; London (UK).