Research Explorer

Your browser does not support JavaScript or JavaScript is not enabled. Without JavaScript some functions of this webapplication may be disabled or cause error messages. To enable JavaScript, please consult the manual of your browser or contact your system administrator.

Researcher

Michel Ballings

Awards & Distinctions

16 Results

2018

Evaluating the importance of different communication types in romantic tie prediction on social media

Matthias BogaertMichel BallingsDirk Van den Poel

A1 Journal Article in ANNALS OF OPERATIONS RESEARCH

2017

Identifying soccer players on Facebook through predictive analytics

Matthias BogaertMichel BallingsMartijn HostenDirk Van den Poel

A1 Journal Article in DECISION ANALYSIS

Predicting Movie Watching Behavior using Facebook data and Information-fusion Sensitivity Analysis

Matthias BogaertMichel BallingsRob BergmansDirk Van den Poel

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

Matthijs MeireMichel BallingsDirk Van den Poel

A1 Journal Article in DECISION SUPPORT SYSTEMS

2016

Equity price direction prediction for day trading ensemble classification using technical analysis indicators with interaction effects

Dirk Van den PoelCeline ChestermanMaxim KoppenMichel Ballings

Evaluating the Importance of Different Communication Types in Tie Strength Prediction on Social Media

Matthias BogaertMichel BallingsDirk Van den Poel

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

Matthijs MeireMichel BallingsDirk Van den Poel

A1 Journal Article in DECISION SUPPORT SYSTEMS

2015

CRM in social media: predicting increases in Facebook usage frequency

Michel BallingsDirk Van den Poel

A1 Journal Article in EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Evaluating multiple classifiers for stock price direction prediction

Michel BallingsDirk Van den PoelNathalie HespeelsRuben Gryp

A1 Journal Article in EXPERT SYSTEMS WITH APPLICATIONS

2014

Advances and applications in Ensemble Learning

Michel BallingsDirk Van den Poel

2013

Kernel factory: an ensemble of kernel machines

Michel BallingsDirk Van den Poel

A1 Journal Article in EXPERT SYSTEMS WITH APPLICATIONS

The dangers of using intention as a surrogate for Retention in brand positioning decision support systems

Michel BallingsDirk Van den Poel

Using eye-tracking data of advertisement viewing behavior to predict customer churn

Michel BallingsDirk Van den Poel

2012

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

Michel BallingsDirk Van den Poel

A1 Journal Article in EXPERT SYSTEMS WITH APPLICATIONS

Improving customer churn prediction by data augmentation using pictorial stimulus-choice data

Michel BallingsDirk Van den PoelEmmanuel Verhagen

2011

RFM variables revisited using quantile regression

Michel BallingsDries BenoitDirk Van den Poel