Philippe Baecke

According to our database, Philippe Baecke authored at least 13 papers between 2010 and 2022.

Collaborative distances:

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

2022

Toward Decision Support for Telecom External Data Monetization: A Study of the Value of Network- and Personality-Based Metrics for Third-Party Businesses.

Christian Colot, Philippe Baecke, Isabelle Linden

Big Data, 2022

2021

Leveraging fine-grained mobile data for churn detection through Essence Random Forest.

Christian Colot, Philippe Baecke, Isabelle Linden

J. Big Data, 2021

Alternatives for Telco Data Network: The Value of Spatial and Referral Networks for Churn Detection.

Christian Colot, Philippe Baecke, Isabelle Linden

Inf. Syst. Manag., 2021

Home location prediction with telecom data: Benchmarking heuristics with a predictive modelling approach.

Dieter Oosterlinck, Philippe Baecke, Dries F. Benoit

Expert Syst. Appl., 2021

2020

From one-class to two-class classification by incorporating expert knowledge: Novelty detection in human behaviour.

Dieter Oosterlinck, Dries F. Benoit, Philippe Baecke

Eur. J. Oper. Res., 2020

2017

The value of vehicle telematics data in insurance risk selection processes.

Philippe Baecke, Lorenzo Bocca

Decis. Support Syst., 2017

2016

A Survey on Mobile Data Uses.

Christian Colot, Isabelle Linden, Philippe Baecke

Int. J. Decis. Support Syst. Technol., 2016

Identifying influencers in a social network: The value of real referral data.

Iris Roelens, Philippe Baecke, Dries F. Benoit

Decis. Support Syst., 2016

2013

Improving customer acquisition models by incorporating spatial autocorrelation at different levels of granularity.

Philippe Baecke, Dirk Van den Poel

J. Intell. Inf. Syst., 2013

2012

Including spatial interdependence in customer acquisition models: A cross-category comparison.

Philippe Baecke, Dirk Van den Poel

Expert Syst. Appl., 2012

2011

Data augmentation by predicting spending pleasure using commercially available external data.

Philippe Baecke, Dirk Van den Poel

J. Intell. Inf. Syst., 2011

Incorporating Neighborhood Effects in Customer Relationship Management Models.

Philippe Baecke, Dirk Van den Poel

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

2010

Improving Purchasing Behavior Predictions by Data Augmentation with Situational Variables.

Philippe Baecke, Dirk Van den Poel

Int. J. Inf. Technol. Decis. Mak., 2010