Philippe Baecke

13 papers C 1Journal 12
YearRankTypeTitle / Venue / Authors
2022 J jnl
Toward Decision Support for Telecom External Data Monetization: A Study of the Value of Network- and Personality-Based Metrics for Third-Party Businesses.
Big Data
Christian Colot, Philippe Baecke, Isabelle Linden
2021 J jnl
Alternatives for Telco Data Network: The Value of Spatial and Referral Networks for Churn Detection.
Inf. Syst. Manag.
Christian Colot, Philippe Baecke, Isabelle Linden
2021 J jnl
Home location prediction with telecom data: Benchmarking heuristics with a predictive modelling approach.
Expert Syst. Appl.
Dieter Oosterlinck, Philippe Baecke, Dries F. Benoit
2021 J jnl
Leveraging fine-grained mobile data for churn detection through Essence Random Forest.
J. Big Data
Christian Colot, Philippe Baecke, Isabelle Linden
2020 J jnl
From one-class to two-class classification by incorporating expert knowledge: Novelty detection in human behaviour.
Eur. J. Oper. Res.
Dieter Oosterlinck, Dries F. Benoit, Philippe Baecke
2017 J jnl
The value of vehicle telematics data in insurance risk selection processes.
Decis. Support Syst.
Philippe Baecke, Lorenzo Bocca
2016 J jnl
A Survey on Mobile Data Uses.
Int. J. Decis. Support Syst. Technol.
Christian Colot, Isabelle Linden, Philippe Baecke
2016 J jnl
Identifying influencers in a social network: The value of real referral data.
Decis. Support Syst.
Iris Roelens, Philippe Baecke, Dries F. Benoit
2013 J jnl
Improving customer acquisition models by incorporating spatial autocorrelation at different levels of granularity.
J. Intell. Inf. Syst.
Philippe Baecke, Dirk Van den Poel
2012 J jnl
Including spatial interdependence in customer acquisition models: A cross-category comparison.
Expert Syst. Appl.
Philippe Baecke, Dirk Van den Poel
2011 J jnl
Data augmentation by predicting spending pleasure using commercially available external data.
J. Intell. Inf. Syst.
Philippe Baecke, Dirk Van den Poel
2011 C conf
Incorporating Neighborhood Effects in Customer Relationship Management Models.
ISMIS
Philippe Baecke, Dirk Van den Poel
2010 J jnl
Improving Purchasing Behavior Predictions by Data Augmentation with Situational Variables.
Int. J. Inf. Technol. Decis. Mak.
Philippe Baecke, Dirk Van den Poel