The added value of Facebook friends data in event attendance prediction. - Matthias Bogaert; Michel Ballings; Dirk Van den Poel (Decis. Support Syst., 2016)

Identifying Soccer Players on Facebook Through Predictive Analytics. - Matthias Bogaert; Michel Ballings; Martijn Hosten; Dirk Van den Poel (Decis. Anal., 2017)

Evaluating the importance of different communication types in romantic tie prediction on social media. - Matthias Bogaert; Michel Ballings; Dirk Van den Poel (Ann. Oper. Res., 2018)

Evaluating multi-label classifiers and recommender systems in the financial service sector. - Matthias Bogaert; Justine Lootens; Dirk Van den Poel; Michel Ballings (Eur. J. Oper. Res., 2019)

Imputation of Non-participated Race Results. - Bram Janssens; Matthias Bogaert (MLSA@PKDD/ECML, 2021)

Predicting Self-declared Movie Watching Behavior Using Facebook Data and Information-Fusion Sensitivity Analysis. - Matthias Bogaert; Michel Ballings; Rob Bergmans; Dirk Van den Poel (Decis. Sci., 2021)

Box office sales and social media: A cross-platform comparison of predictive ability and mechanisms. - Matthias Bogaert; Michel Ballings; Dirk Van den Poel; Asil Oztekin (Decis. Support Syst., 2021)

Predicting donation behavior: Acquisition modeling in the nonprofit sector using Facebook data. - Lisa Schetgen; Matthias Bogaert; Dirk Van den Poel (Decis. Support Syst., 2021)

Bike2Vec: Vector Embedding Representations of Road Cycling Riders and Races. - Ethan Baron 001; Bram Janssens; Matthias Bogaert (CoRR, 2023)

Predicting the next Pogačar: a data analytical approach to detect young professional cycling talents. - Bram Janssens; Matthias Bogaert; Mathijs Maton (Ann. Oper. Res., 2023)

Geospatial Road Cycling Race Results Data Set. - Bram Janssens; Luca Pappalardo; Jelle De Bock; Matthias Bogaert; Steven Verstockt (CoRR, 2024)

360 Degrees rumor detection: When explanations got some explaining to do. - Bram Janssens; Lisa Schetgen; Matthias Bogaert; Matthijs Meire; Dirk Van den Poel (Eur. J. Oper. Res., 2024)

Correction: Predicting the next Pogačar: a data analytical approach to detect young professional cycling talents. - Bram Janssens; Matthias Bogaert; Mathijs Maton (Ann. Oper. Res., 2024)

B2Boost: instance-dependent profit-driven modelling of B2B churn. - Bram Janssens; Matthias Bogaert; Astrid Bagué; Dirk Van den Poel (Ann. Oper. Res., 2024)

Evaluating the stability of model explanations in instance-dependent cost-sensitive credit scoring. - Matteo Ballegeer; Matthias Bogaert; Dries F. Benoit (Eur. J. Oper. Res., 2025)

PerfoRank: cluster-based performance ranking for improved performance evaluation and estimation in professional cycling. - Bram Janssens; Matthias Bogaert (Mach. Learn., 2025)

Predicting and Explaining Customer Data Sharing in the Open Banking. - João B. G. de Brito; Rodrigo Heldt; Cleo S. Silveira; Matthias Bogaert; Guilherme B. Bucco; Fernando B. Luce; João L. Becker; Filipe J. Zabala; Michel J. Anzanello (CoRR, 2025)