Michel Ballings

According to our database, Michel Ballings authored at least 17 papers between 2011 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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 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

2019

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

2018

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

2017

The added value of social media data in B2B customer acquisition systems: A real-life experiment.

Matthijs Meire, Michel Ballings, Dirk Van den Poel

Decis. Support Syst., 2017

Identifying Soccer Players on Facebook Through Predictive Analytics.

Matthias Bogaert, Michel Ballings, Martijn Hosten, Dirk Van den Poel

Decis. Anal., 2017

2016

The added value of auxiliary data in sentiment analysis of Facebook posts.

Matthijs Meire, Michel Ballings, Dirk Van den Poel

Decis. Support Syst., 2016

The added value of Facebook friends data in event attendance prediction.

Matthias Bogaert, Michel Ballings, Dirk Van den Poel

Decis. Support Syst., 2016

Equity price direction prediction for day trading: Ensemble classification using technical analysis indicators with interaction effects.

Dirk Van den Poel, Celine Chesterman, Maxim Koppen, Michel Ballings

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Evaluating multiple classifiers for stock price direction prediction.

Michel Ballings, Dirk Van den Poel, Nathalie Hespeels, Ruben Gryp

Expert Syst. Appl., 2015

CRM in social media: Predicting increases in Facebook usage frequency.

Michel Ballings, Dirk Van den Poel

Eur. J. Oper. Res., 2015

2013

Kernel Factory: An ensemble of kernel machines.

Michel Ballings, Dirk Van den Poel

Expert Syst. Appl., 2013

Using Eye-Tracking Data of Advertisement Viewing Behavior to Predict Customer Churn.

Michel Ballings, Dirk Van den Poel

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2012

Customer event history for churn prediction: How long is long enough?

Michel Ballings, Dirk Van den Poel

Expert Syst. Appl., 2012

Improving Customer Churn Prediction by Data Augmentation Using Pictorial Stimulus-Choice Data.

Michel Ballings, Dirk Van den Poel, Emmanuel Verhagen

Proceedings of the Management Intelligent Systems - First International Symposium, 2012

The Dangers of Using Intention as a Surrogate for Retention in Brand Positioning Decision Support Systems.

Michel Ballings, Dirk Van den Poel

Proceedings of the Data Analysis, Machine Learning and Knowledge Discovery, 2012

2011

RFM Variables Revisited Using Quantile Regression.

Michel Ballings, Dries F. Benoit, Dirk Van den Poel

Proceedings of the Data Mining Workshops (ICDMW), 2011