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Dirk Van den Poel
Dirk Van den Poel
Senior Full Professor (Gewoon Hoogleraar) Data Analytics, Ghent University
Adresse e-mail validée de ugent.be
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Année
Handling class imbalance in customer churn prediction
J Burez, D Van den Poel
Expert Systems with Applications 36 (3), 4626-4636, 2009
7482009
Evaluating multiple classifiers for stock price direction prediction
M Ballings, D Van den Poel, N Hespeels, R Gryp
Expert systems with Applications 42 (20), 7046-7056, 2015
6672015
Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques
K Coussement, D Van den Poel
Expert systems with applications 34 (1), 313-327, 2008
6282008
Customer base analysis: partial defection of behaviourally loyal clients in a non-contractual FMCG retail setting
W Buckinx, D Van den Poel
European journal of operational research 164 (1), 252-268, 2005
5922005
Consumer acceptance of the Internet as a channel of distribution
D Van den Poel, J Leunis
Journal of Business research 45 (3), 249-256, 1999
5701999
Customer attrition analysis for financial services using proportional hazard models
D Van den Poel, B Lariviere
European journal of operational research 157 (1), 196-217, 2004
5612004
Predicting customer retention and profitability by using random forests and regression forests techniques
B Larivière, D Van den Poel
Expert systems with applications 29 (2), 472-484, 2005
4192005
Predicting online-purchasing behaviour
D Van den Poel, W Buckinx
European journal of operational research 166 (2), 557-575, 2005
4122005
CRM at a pay-TV company: Using analytical models to reduce customer attrition by targeted marketing for subscription services
J Burez, D Van den Poel
Expert Systems with Applications 32 (2), 277-288, 2007
3062007
Bayesian neural network learning for repeat purchase modelling in direct marketing
B Baesens, S Viaene, D Van den Poel, J Vanthienen, G Dedene
European Journal of Operational Research 138 (1), 191-211, 2002
2942002
The role of marketer-generated content in customer engagement marketing
M Meire, K Hewett, M Ballings, V Kumar, D Van den Poel
Journal of Marketing 83 (6), 21-42, 2019
2792019
Joint optimization of customer segmentation and marketing policy to maximize long-term profitability
JJ Jonker, N Piersma, D Van den Poel
Expert Systems with Applications 27 (2), 159-168, 2004
2682004
Empathy as added value in predicting donation behavior
GA Verhaert, D Van den Poel
Journal of Business Research 64 (12), 1288-1295, 2011
2662011
Bayesian kernel based classification for financial distress detection
T Van Gestel, B Baesens, JAK Suykens, D Van den Poel, DE Baestaens, ...
European journal of operational research 172 (3), 979-1003, 2006
2462006
Improving customer complaint management by automatic email classification using linguistic style features as predictors
K Coussement, D Van den Poel
Decision support systems 44 (4), 870-882, 2008
2402008
Integrating the voice of customers through call center emails into a decision support system for churn prediction
K Coussement, D Van den Poel
Information & Management 45 (3), 164-174, 2008
2352008
Random forests for multiclass classification: Random multinomial logit
A Prinzie, D Van den Poel
Expert systems with Applications 34 (3), 1721-1732, 2008
2332008
Bayesian network classifiers for identifying the slope of the customer lifecycle of long-life customers
B Baesens, G Verstraeten, D Van den Poel, M Egmont-Petersen, ...
European Journal of Operational Research 156 (2), 508-523, 2004
2332004
Improving customer attrition prediction by integrating emotions from client/company interaction emails and evaluating multiple classifiers
K Coussement, D Van den Poel
Expert Systems with Applications 36 (3), 6127-6134, 2009
2222009
Investigating the role of product features in preventing customer churn, by using survival analysis and choice modeling: The case of financial services
B Larivière, D Van den Poel
Expert Systems with Applications 27 (2), 277-285, 2004
1782004
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