Michel Ballings

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 9

Top Topics

Ensemble Classification

Churn Prediction

Interaction Effects

Decision Support System

Top Venues

Decis. Support Syst.

Expert Syst. Appl.

Eur. J. Oper. Res.

Ann. Oper. Res.

Publications

Matthias Bogaert, Michel Ballings, Rob Bergmans, Dirk Van den Poel
Predicting Self-declared Movie Watching Behavior Using Facebook Data and Information-Fusion Sensitivity Analysis. Decis. Sci. 52 (3) (2021)
Matthias Bogaert, Michel Ballings, Dirk Van den Poel, Asil Oztekin
Box office sales and social media: A cross-platform comparison of predictive ability and mechanisms. Decis. Support Syst. 147 (2021)
Matthias Bogaert, Justine Lootens, Dirk Van den Poel, Michel Ballings
Evaluating multi-label classifiers and recommender systems in the financial service sector. Eur. J. Oper. Res. 279 (2) (2019)
Matthias Bogaert, Michel Ballings, Dirk Van den Poel
Evaluating the importance of different communication types in romantic tie prediction on social media. Ann. Oper. Res. 263 (1-2) (2018)
Matthias Bogaert, Michel Ballings, Martijn Hosten, Dirk Van den Poel
Identifying Soccer Players on Facebook Through Predictive Analytics. Decis. Anal. 14 (4) (2017)
Matthijs Meire, Michel Ballings, Dirk Van den Poel
The added value of social media data in B2B customer acquisition systems: A real-life experiment. Decis. Support Syst. 104 (2017)
Dirk Van den Poel, Celine Chesterman, Maxim Koppen, Michel Ballings
Equity price direction prediction for day trading: Ensemble classification using technical analysis indicators with interaction effects. CEC (2016)
Matthijs Meire, Michel Ballings, Dirk Van den Poel
The added value of auxiliary data in sentiment analysis of Facebook posts. Decis. Support Syst. 89 (2016)
Matthias Bogaert, Michel Ballings, Dirk Van den Poel
The added value of Facebook friends data in event attendance prediction. Decis. Support Syst. 82 (2016)
Michel Ballings, Dirk Van den Poel
CRM in social media: Predicting increases in Facebook usage frequency. Eur. J. Oper. Res. 244 (1) (2015)
Michel Ballings, Dirk Van den Poel, Nathalie Hespeels, Ruben Gryp
Evaluating multiple classifiers for stock price direction prediction. Expert Syst. Appl. 42 (20) (2015)
Michel Ballings, Dirk Van den Poel
Kernel Factory: An ensemble of kernel machines. Expert Syst. Appl. 40 (8) (2013)
Michel Ballings, Dirk Van den Poel
Using Eye-Tracking Data of Advertisement Viewing Behavior to Predict Customer Churn. ICDM Workshops (2013)
Michel Ballings, Dirk Van den Poel, Emmanuel Verhagen
Improving Customer Churn Prediction by Data Augmentation Using Pictorial Stimulus-Choice Data. IS-MiS (2012)
Michel Ballings, Dirk Van den Poel
Customer event history for churn prediction: How long is long enough? Expert Syst. Appl. 39 (18) (2012)
Michel Ballings, Dirk Van den Poel
The Dangers of Using Intention as a Surrogate for Retention in Brand Positioning Decision Support Systems. GfKl (2012)
Michel Ballings, Dries F. Benoit, Dirk Van den Poel
RFM Variables Revisited Using Quantile Regression. ICDM Workshops (2011)