Philippe Baecke

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 8

Top Topics

Spatial Autocorrelation

Decision Support

Human Behaviour

Top Venues

Decis. Support Syst.

Inf. Syst. Manag.

Int. J. Decis. Support Syst. Technol.

Publications

Christian Colot, Philippe Baecke, Isabelle Linden
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 10 (2) (2022)
Christian Colot, Philippe Baecke, Isabelle Linden
Alternatives for Telco Data Network: The Value of Spatial and Referral Networks for Churn Detection. Inf. Syst. Manag. 38 (3) (2021)
Christian Colot, Philippe Baecke, Isabelle Linden
Leveraging fine-grained mobile data for churn detection through Essence Random Forest. J. Big Data 8 (1) (2021)
Dieter Oosterlinck, Philippe Baecke, Dries F. Benoit
Home location prediction with telecom data: Benchmarking heuristics with a predictive modelling approach. Expert Syst. Appl. 170 (2021)
Dieter Oosterlinck, Dries F. Benoit, Philippe Baecke
From one-class to two-class classification by incorporating expert knowledge: Novelty detection in human behaviour. Eur. J. Oper. Res. 282 (3) (2020)
Philippe Baecke, Lorenzo Bocca
The value of vehicle telematics data in insurance risk selection processes. Decis. Support Syst. 98 (2017)
Christian Colot, Isabelle Linden, Philippe Baecke
A Survey on Mobile Data Uses. Int. J. Decis. Support Syst. Technol. 8 (2) (2016)
Iris Roelens, Philippe Baecke, Dries F. Benoit
Identifying influencers in a social network: The value of real referral data. Decis. Support Syst. 91 (2016)
Philippe Baecke, Dirk Van den Poel
Improving customer acquisition models by incorporating spatial autocorrelation at different levels of granularity. J. Intell. Inf. Syst. 41 (1) (2013)
Philippe Baecke, Dirk Van den Poel
Including spatial interdependence in customer acquisition models: A cross-category comparison. Expert Syst. Appl. 39 (15) (2012)
Philippe Baecke, Dirk Van den Poel
Data augmentation by predicting spending pleasure using commercially available external data. J. Intell. Inf. Syst. 36 (3) (2011)
Philippe Baecke, Dirk Van den Poel
Incorporating Neighborhood Effects in Customer Relationship Management Models. ISMIS (2011)
Philippe Baecke, Dirk Van den Poel
Improving Purchasing Behavior Predictions by Data Augmentation with Situational Variables. Int. J. Inf. Technol. Decis. Mak. 9 (6) (2010)