Access Statistics for Dirk Van den Poel

Author contact details at EconPapers.

Working Paper File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
A compared R&D-based and patent-based cross impact analysis for identifying relationships between technologies 0 0 1 162 2 7 9 532
An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction 0 0 0 193 0 4 7 702
An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction 0 0 0 0 1 7 10 43
An extended Huff-model for robustly benchmarking and predicting retail network performance 0 0 8 62 5 10 21 233
Analyzing existing customers websites to improve the customer acquisition process as well as the profitability prediction in B-to-B marketing 0 1 4 162 2 11 16 690
Assessing and exploiting the profit function by modeling the net impact of targeted marketing 0 0 0 316 0 4 7 1,063
Banking behaviour after the lifecycle event of moving in together: An exploratory study of the role of marketing investments 0 0 0 188 0 3 7 728
Bayesian Kernel-Based Classification for Financial Distress Detection 0 0 1 325 2 11 14 813
Bayesian Network Classifiers for Identifying the Slope of the Customer - Lifecycle of Long-Life Customers 0 0 1 1,136 0 1 24 4,419
Benefits of Quantile Regression for the Analysis of Customer Lifetime Value in a Contractual Setting: An Application in Financial Services 1 1 7 576 5 15 35 1,506
Binary quantile regression: A Bayesian approach based on the asymmetric Laplace density 0 2 6 485 0 12 35 1,644
CRM at a Pay-TV Company: Using Analytical Models to Reduce Customer Attrition by Targeted Marketing for Subscription Services 1 2 6 3,236 4 16 61 10,908
Cash Demand Forecasting in ATMs by Clustering and Neural Networks 0 0 3 242 7 15 29 989
Churn Prediction in Subscription Services: an Application of Support Vector Machines While Comparing Two Parameter-Selection Techniques 2 5 9 916 9 32 59 2,497
Churn prediction in subscription services: an application of support vector machines while comparing two parameter-selection techniques 0 0 0 0 4 6 8 44
Constrained optimization of data-mining problems to improve model performance: A direct-marketing application 0 0 0 819 0 9 17 3,137
Customer Attrition Analysis For Financial Services Using Proportional Hazard Models 0 3 8 3,639 1 9 27 9,338
Customer Base Analysis: Partial Defection of Behaviorally-Loyal Clients in a Non-Contractual FMCG Retail Setting 1 4 9 1,718 5 21 40 5,089
Customer-Adapted Coupon Targeting Using Feature Selection 0 0 1 241 0 2 7 829
Data Augmentation by Predicting Spending Pleasure Using Commercially Available External Data 0 0 0 287 3 4 6 776
Deep Habits in Consumption: A Spatial Panel Analysis Using Scanner Data 0 0 0 51 3 11 13 153
Direct and Indirect Effects of Retail Promotions 0 1 3 782 0 6 18 3,130
Does Attitudinal Commitment to Stores Always Lead to Behavioral Loyalty? The Moderating Effect of Age 0 0 2 415 0 8 13 1,439
Dynamic cross-sales effects of price promotions: Empirical generalizations 0 0 0 298 2 4 5 1,165
Empathy as Added Value in Predicting Donation Behavior 0 0 0 116 1 12 21 435
Enhanced Decision Support in Credit Scoring Using Bayesian Binary Quantile Regression 0 0 0 157 1 7 11 312
Ensemble classification based on generalized additive models 0 0 0 122 2 6 10 622
Ensemble classification based on generalized additive models 0 0 0 0 3 7 8 24
Ensemble classification based on generalized additive models 0 1 1 23 2 5 6 206
Ensembles of probability estimation trees for Customer churn prediction 0 0 0 0 2 3 3 11
Enterprise architecture management for small and medium sized enterprises: a case study and tool support 0 0 0 264 2 7 16 665
Evaluating the Added Value of Pictorial Data for Customer Churn Prediction 0 0 0 26 0 19 22 137
Exploiting Randomness for Feature Selection in Multinomial Logit: a CRM Cross-Sell Application 0 0 0 264 0 3 6 648
Handling class imbalance in customer churn prediction 0 1 2 439 3 14 31 1,181
IMPROVING CUSTOMER RETENTION IN FINANCIAL SERVICES USING KINSHIP NETWORK INFORMATION 0 0 1 74 2 7 11 273
Implicit Contracts and Price Stickiness: Evidence from Customer-Level Scanner Data 0 0 0 28 5 9 15 172
Improved Marketing Decision Making in a Customer Churn Prediction Context Using Generalized Additive Models 1 1 3 174 2 10 21 484
Improved Marketing Decision Making in a Customer Churn Prediction Context Using Generalized Additive Models 1 1 1 47 2 7 9 250
Improved Multilevel Security with Latent Semantic Indexing 0 0 0 18 0 2 2 85
Improved marketing decision making in a customer churn prediction context using generalized additive models 1 1 1 2 2 5 9 30
Improving Customer Acquisition Models by Incorporating Spatial Autocorrelation at Different Levels of Granularity 0 1 1 44 1 9 14 120
Improving Customer Attrition Prediction by Integrating Emotions from Client/Company Interaction Emails and Evaluating Multiple Classifiers 0 0 1 244 2 15 35 763
Improving Customer Complaint Management by Automatic Email Classification Using Linguistic Style Features as Predictors 1 2 3 1,087 2 10 28 3,755
Improving Customer Complaint Management by Automatic Email Classification Using Linguistic Style Features as Predictors 0 0 0 0 0 1 5 24
Improving campaign success rate by tailoring donation requests along the donor lifecycle 0 1 2 166 2 8 14 452
Improving customer attrition prediction by integrating emotions from client/company interaction emails and evaluating multiple classifiers 0 0 0 1 2 5 10 31
Improving purchasing behavior predictions by data augmentation with situational variables 0 0 0 102 0 3 4 531
Including Spatial Interdependence in Customer Acquisition Models: a Cross-Category Comparison 0 0 0 14 1 11 12 96
Incorporating sequential information into traditional classification models by using an element/position- sensitive SAM 0 0 1 802 2 13 27 3,708
Integrating the Voice of Customers through Call Center Emails into a Decision Support System for Churn Prediction 0 0 4 1,192 0 2 16 3,010
Integrating the voice of customers through call center emails into a decision support system for churn prediction 0 0 0 0 0 3 7 28
Investigating Purchasing Patterns for Financial Services using Markov, MTD and MTDg Models 0 0 0 665 0 3 10 2,360
Investigating the post-complaint period by means of survival analysis 0 0 0 133 1 9 14 442
Investigating the role of product features in preventing customer churn, by using survival analysis and choice modeling: The case of financial services 1 2 7 649 1 9 20 1,426
Joint Optimization of Customer Segmentation and Marketing Policy to Maximize Long-Term Profitability 0 0 1 2,491 2 6 8 11,266
Joint optimization of customer segmentation and marketing policy to maximize long-term profitability 0 0 0 67 1 6 8 212
Kernel Factory: An Ensemble of Kernel Machines 0 0 0 109 2 4 6 453
Mining Ideas from Textual Information 0 1 1 211 2 9 13 686
Model-supported business-to-business prospect prediction based on an iterative customer acquisition framework 3 4 6 138 6 20 28 364
Modeling Partial Customer Churn: On the Value of First Product-Category Purchase Sequences 1 2 5 138 3 8 19 509
Modeling complex longitudinal consumer behavior with Dynamic Bayesian Networks: An Acquisition Pattern Analysis application 0 0 0 305 1 4 6 884
Neural Network Survival Analysis for Personal Loan Data 0 0 2 603 3 11 23 1,605
Predicting Customer Loyalty Using The Internal Transactional Database 0 1 3 2,346 1 5 16 6,553
Predicting Customer Profitability During Acquisition: Finding the Optimal Combination of Data Source and Data Mining Technique 0 0 1 133 0 10 15 372
Predicting Customer Retention and Profitability by Using Random Forests and Regression Forests Techniques 0 1 4 1,397 2 12 20 4,265
Predicting Mail-Order Repeat Buying: Which Variables Matter? 0 0 0 997 0 9 21 4,043
Predicting Online Purchasing Behavior 0 0 3 2,415 2 12 23 7,098
Predicting Partial Customer Churn Using Markov for Discrimination for Modeling First Purchase Sequences 0 1 1 166 4 12 15 674
Predicting home-appliance acquisition sequences: Markov/Markov for Discrimination and survival analysis for modeling sequential information in NPTB models 0 0 0 475 0 6 16 1,977
Predicting web site audience demographics for web advertising targeting using multi-web site clickstream data 1 1 2 447 2 6 10 1,479
Predicting website audience demographics for web advertising targeting using multi website clickstream data 0 0 0 0 3 6 8 45
Price Rigidity in Europe and the US: A Comparative Analysis Using Scanner Data 0 0 0 24 4 6 12 234
Price rigidity in Europe and the US: A comparative analysis using scanner data 0 0 0 56 0 7 8 211
Protecting Research and Technology from Espionage 0 0 0 57 2 6 9 204
Quantitative Cross Impact Analysis with Latent Semantic Indexing 1 1 1 18 1 8 8 100
Random Forrests for Multiclass classification: Random Multinomial Logit 0 0 2 843 0 7 15 2,025
Random Multiclass Classification: Generalizing Random Forests to Random MNL and Random NB 0 0 1 421 5 7 11 1,118
Reconciling Performance and Interpretability in Customer Churn Prediction using Ensemble Learning based on Generalized Additive Models 0 0 0 96 1 9 14 293
Reconciling performance and interpretability in customer churn prediction modeling using ensemble learning based on generalized additive models 0 0 0 0 0 3 4 33
Semantic Compared Cross Impact Analysis 0 0 0 14 0 2 5 70
Separating Financial From Commercial Customer Churn: A Modeling Step Towards Resolving The Conflict Between The Sales And Credit Department 0 0 0 482 0 3 6 2,055
Technology Classification with Latent Semantic Indexing 0 0 0 50 0 5 5 149
The Impact of Sample Bias on Consumer Credit Scoring Performance and Profitability 0 0 1 397 2 9 11 1,005
The Kinked Demand Curve and Price Rigidity: Evidence from Scanner Data 0 0 1 223 3 12 17 1,776
The Relevant Length of Customer Event History for Churn Prediction: How long is long enough? 0 0 2 119 0 9 16 363
The Role of Marketer-Generated Content in Customer Engagement Marketing 0 0 0 2 0 4 11 153
The Role of Seed Money and Threshold Size in Optimizing Fundraising Campaigns: Past Behavior Matters! 0 0 0 66 5 12 12 197
The kinked demand curve and price rigidity: evidence from scanner data 0 0 0 337 1 14 19 3,251
Using Predicted Outcome Stratified Sampling to Reduce the Variability in Predictive Performance of a One-Shot Train-and-Test Split for Individual Customer Predictions 0 1 1 102 2 5 11 498
Weak Signal Identification with Semantic Web Mining 0 0 2 60 0 6 14 188
Why promotion strategies based on market basket analysis do not work 0 0 2 2,183 3 7 19 8,247
Total Working Papers 16 43 139 41,090 161 739 1,387 138,803


Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
360 Degrees rumor detection: When explanations got some explaining to do 0 0 1 3 4 10 18 21
B2Boost: instance-dependent profit-driven modelling of B2B churn 0 0 4 8 1 2 17 26
Banking behaviour after the lifecycle event of "moving in together": An exploratory study of the role of marketing investments 0 0 0 47 2 4 4 157
Bayesian kernel based classification for financial distress detection 0 0 0 37 3 6 7 158
Bayesian network classifiers for identifying the slope of the customer lifecycle of long-life customers 0 0 1 148 1 7 13 549
Bayesian neural network learning for repeat purchase modelling in direct marketing 0 2 4 105 2 21 29 408
Binary quantile regression: a Bayesian approach based on the asymmetric Laplace distribution 0 0 0 0 1 2 7 143
CRM in social media: Predicting increases in Facebook usage frequency 0 0 0 47 2 6 11 170
Consumer Acceptance of the Internet as a Channel of Distribution 0 0 1 261 0 2 8 712
Customer attrition analysis for financial services using proportional hazard models 0 4 15 808 4 101 143 2,300
Customer base analysis: partial defection of behaviourally loyal clients in a non-contractual FMCG retail setting 1 6 11 414 6 43 73 1,382
Customer experiences and coping behaviors during crisis situations: The role of service adaptation and service transformation 0 0 0 0 1 3 8 8
Deep habits in consumption: a spatial panel analysis using scanner data 0 0 0 13 1 3 6 76
Empathy as added value in predicting donation behavior 0 4 12 59 2 11 39 365
Enhanced decision support in credit scoring using Bayesian binary quantile regression 0 0 0 11 0 3 6 53
Ensemble classification based on generalized additive models 0 0 1 34 1 6 11 145
Evaluating multi-label classifiers and recommender systems in the financial service sector 0 0 2 58 3 13 22 217
Evaluating the importance of different communication types in romantic tie prediction on social media 0 0 2 12 1 5 11 48
IMPROVING PURCHASING BEHAVIOR PREDICTIONS BY DATA AUGMENTATION WITH SITUATIONAL VARIABLES 0 0 1 3 2 7 10 27
Identifying Soccer Players on Facebook Through Predictive Analytics 0 0 0 5 1 5 8 34
Improving Campaign Success Rate by Tailoring Donation Requests along the Donor Lifecycle 0 0 0 4 3 10 12 39
Investigating purchasing-sequence patterns for financial services using Markov, MTD and MTDg models 0 0 0 46 0 3 7 169
Neural network survival analysis for personal loan data 0 0 0 7 2 6 13 48
Outlier‐Robust Bayesian Multinomial Choice Modeling 0 0 0 2 0 2 6 21
Predicting Mail-Order Repeat Buying. Which Variables Matter? 0 0 0 139 2 8 16 501
Predicting online-purchasing behaviour 1 2 3 684 4 9 20 1,674
Predicting partial customer churn using Markov for discrimination for modeling first purchase sequences 0 0 0 31 1 7 12 155
Social media optimization: Identifying an optimal strategy for increasing network size on Facebook 0 0 1 36 7 13 20 156
The Kinked Demand Curve and Price Rigidity: Evidence from Scanner Data 0 0 1 58 1 6 15 264
The impact of sample bias on consumer credit scoring performance and profitability 0 0 1 4 0 5 7 19
Will they stay or will they go? Predicting customer churn in the energy sector 2 2 8 51 2 7 18 87
Wrapped input selection using multilayer perceptrons for repeat‐purchase modeling in direct marketing 0 0 0 1 1 5 5 8
bayesQR: A Bayesian Approach to Quantile Regression 0 0 0 25 1 4 10 160
Total Journal Articles 4 20 69 3,161 62 345 612 10,300


Statistics updated 2026-03-04