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 1 161 0 2 5 523
An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction 0 0 0 0 0 1 2 33
An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction 0 0 0 193 0 1 6 695
An extended Huff-model for robustly benchmarking and predicting retail network performance 1 1 3 55 1 1 7 213
Analyzing existing customers’ websites to improve the customer acquisition process as well as the profitability prediction in B-to-B marketing 0 0 1 158 0 1 4 674
Assessing and exploiting the profit function by modeling the net impact of targeted marketing 0 0 0 316 0 0 0 1,056
Banking behaviour after the lifecycle event of “moving in together”: An exploratory study of the role of marketing investments 0 0 0 188 0 1 1 721
Bayesian Kernel-Based Classification for Financial Distress Detection 0 0 1 324 1 1 2 800
Bayesian Network Classifiers for Identifying the Slope of the Customer - Lifecycle of Long-Life Customers 0 1 4 1,135 2 5 18 4,397
Benefits of Quantile Regression for the Analysis of Customer Lifetime Value in a Contractual Setting: An Application in Financial Services 0 1 5 569 0 2 13 1,471
Binary quantile regression: A Bayesian approach based on the asymmetric Laplace density 0 2 5 479 1 12 34 1,610
CRM at a Pay-TV Company: Using Analytical Models to Reduce Customer Attrition by Targeted Marketing for Subscription Services 0 0 4 3,230 3 10 90 10,850
Cash Demand Forecasting in ATMs by Clustering and Neural Networks 1 1 4 240 1 2 16 961
Churn Prediction in Subscription Services: an Application of Support Vector Machines While Comparing Two Parameter-Selection Techniques 0 2 13 907 0 3 32 2,438
Churn prediction in subscription services: an application of support vector machines while comparing two parameter-selection techniques 0 0 0 0 0 1 5 36
Constrained optimization of data-mining problems to improve model performance: A direct-marketing application 0 0 2 819 0 1 12 3,120
Customer Attrition Analysis For Financial Services Using Proportional Hazard Models 0 0 12 3,631 0 2 24 9,311
Customer Base Analysis: Partial Defection of Behaviorally-Loyal Clients in a Non-Contractual FMCG Retail Setting 0 2 4 1,709 0 6 19 5,049
Customer-Adapted Coupon Targeting Using Feature Selection 0 0 1 240 0 1 3 822
Data Augmentation by Predicting Spending Pleasure Using Commercially Available External Data 0 0 0 287 0 2 2 770
Deep Habits in Consumption: A Spatial Panel Analysis Using Scanner Data 0 0 1 51 0 0 1 140
Direct and Indirect Effects of Retail Promotions 0 2 9 779 1 6 22 3,113
Does Attitudinal Commitment to Stores Always Lead to Behavioral Loyalty? The Moderating Effect of Age 0 0 2 413 0 0 4 1,426
Dynamic cross-sales effects of price promotions: Empirical generalizations 0 0 0 298 0 0 0 1,160
Empathy as Added Value in Predicting Donation Behavior 0 0 1 116 0 0 2 414
Enhanced Decision Support in Credit Scoring Using Bayesian Binary Quantile Regression 0 0 0 157 0 0 0 301
Ensemble classification based on generalized additive models 0 0 0 22 0 1 2 200
Ensemble classification based on generalized additive models 0 0 0 0 0 0 1 16
Ensemble classification based on generalized additive models 0 0 0 122 0 1 6 612
Ensembles of probability estimation trees for Customer churn prediction 0 0 0 0 0 0 0 8
Enterprise architecture management for small and medium sized enterprises: a case study and tool support 0 1 4 264 0 1 7 649
Evaluating the Added Value of Pictorial Data for Customer Churn Prediction 0 0 0 26 0 0 0 115
Exploiting Randomness for Feature Selection in Multinomial Logit: a CRM Cross-Sell Application 0 0 0 264 0 0 1 642
Handling class imbalance in customer churn prediction 0 0 0 437 0 1 9 1,150
IMPROVING CUSTOMER RETENTION IN FINANCIAL SERVICES USING KINSHIP NETWORK INFORMATION 0 0 0 73 0 1 4 262
Implicit Contracts and Price Stickiness: Evidence from Customer-Level Scanner Data 0 0 0 28 0 1 2 157
Improved Marketing Decision Making in a Customer Churn Prediction Context Using Generalized Additive Models 0 0 0 46 0 1 4 241
Improved Marketing Decision Making in a Customer Churn Prediction Context Using Generalized Additive Models 1 2 5 172 2 3 12 465
Improved Multilevel Security with Latent Semantic Indexing 0 0 0 18 0 1 1 83
Improved marketing decision making in a customer churn prediction context using generalized additive models 0 0 0 1 1 1 2 22
Improving Customer Acquisition Models by Incorporating Spatial Autocorrelation at Different Levels of Granularity 0 0 0 43 0 0 0 106
Improving Customer Attrition Prediction by Integrating Emotions from Client/Company Interaction Emails and Evaluating Multiple Classifiers 1 2 5 244 1 6 24 729
Improving Customer Complaint Management by Automatic Email Classification Using Linguistic Style Features as Predictors 0 0 0 0 1 1 2 20
Improving Customer Complaint Management by Automatic Email Classification Using Linguistic Style Features as Predictors 0 2 4 1,084 1 5 19 3,728
Improving campaign success rate by tailoring donation requests along the donor lifecycle 0 0 1 164 0 0 4 438
Improving customer attrition prediction by integrating emotions from client/company interaction emails and evaluating multiple classifiers 0 0 0 1 0 1 2 21
Improving purchasing behavior predictions by data augmentation with situational variables 0 0 0 102 0 0 2 527
Including Spatial Interdependence in Customer Acquisition Models: a Cross-Category Comparison 0 0 0 14 0 0 1 84
Incorporating sequential information into traditional classification models by using an element/position- sensitive SAM 0 0 0 801 1 6 26 3,682
Integrating the Voice of Customers through Call Center Emails into a Decision Support System for Churn Prediction 0 0 3 1,188 2 3 19 2,996
Integrating the voice of customers through call center emails into a decision support system for churn prediction 0 0 0 0 1 1 4 22
Investigating Purchasing Patterns for Financial Services using Markov, MTD and MTDg Models 0 0 1 665 0 0 3 2,350
Investigating the post-complaint period by means of survival analysis 0 0 0 133 0 1 1 428
Investigating the role of product features in preventing customer churn, by using survival analysis and choice modeling: The case of financial services 0 2 8 642 0 2 14 1,406
Joint Optimization of Customer Segmentation and Marketing Policy to Maximize Long-Term Profitability 0 1 5 2,490 0 1 8 11,258
Joint optimization of customer segmentation and marketing policy to maximize long-term profitability 0 0 0 67 0 0 1 204
Kernel Factory: An Ensemble of Kernel Machines 0 0 0 109 0 1 1 447
Mining Ideas from Textual Information 0 0 0 210 1 2 10 674
Model-supported business-to-business prospect prediction based on an iterative customer acquisition framework 1 4 13 133 1 7 27 337
Modeling Partial Customer Churn: On the Value of First Product-Category Purchase Sequences 0 0 0 133 0 0 4 490
Modeling complex longitudinal consumer behavior with Dynamic Bayesian Networks: An Acquisition Pattern Analysis application 0 0 0 305 0 0 0 878
Neural Network Survival Analysis for Personal Loan Data 0 0 3 601 0 2 11 1,582
Predicting Customer Loyalty Using The Internal Transactional Database 1 1 3 2,344 6 15 24 6,543
Predicting Customer Profitability During Acquisition: Finding the Optimal Combination of Data Source and Data Mining Technique 0 0 1 132 0 0 5 357
Predicting Customer Retention and Profitability by Using Random Forests and Regression Forests Techniques 0 1 3 1,393 1 2 12 4,246
Predicting Mail-Order Repeat Buying: Which Variables Matter? 0 0 3 997 1 4 11 4,023
Predicting Online Purchasing Behavior 0 0 6 2,412 1 6 31 7,076
Predicting Partial Customer Churn Using Markov for Discrimination for Modeling First Purchase Sequences 0 0 1 165 0 1 8 659
Predicting home-appliance acquisition sequences: Markov/Markov for Discrimination and survival analysis for modeling sequential information in NPTB models 0 0 0 475 1 5 19 1,962
Predicting web site audience demographics for web advertising targeting using multi-web site clickstream data 0 0 1 445 0 0 6 1,469
Predicting website audience demographics for web advertising targeting using multi website clickstream data 0 0 0 0 0 0 1 37
Price Rigidity in Europe and the US: A Comparative Analysis Using Scanner Data 0 0 1 24 0 0 2 222
Price rigidity in Europe and the US: A comparative analysis using scanner data 0 0 0 56 0 0 5 203
Protecting Research and Technology from Espionage 0 0 0 57 1 2 2 196
Quantitative Cross Impact Analysis with Latent Semantic Indexing 0 0 0 17 0 1 1 92
Random Forrests for Multiclass classification: Random Multinomial Logit 0 0 3 841 0 1 8 2,010
Random Multiclass Classification: Generalizing Random Forests to Random MNL and Random NB 0 0 2 420 0 2 6 1,107
Reconciling Performance and Interpretability in Customer Churn Prediction using Ensemble Learning based on Generalized Additive Models 0 0 0 96 0 0 1 279
Reconciling performance and interpretability in customer churn prediction modeling using ensemble learning based on generalized additive models 0 0 0 0 0 0 1 29
Semantic Compared Cross Impact Analysis 0 0 0 14 0 0 0 65
Separating Financial From Commercial Customer Churn: A Modeling Step Towards Resolving The Conflict Between The Sales And Credit Department 0 0 3 482 1 2 13 2,050
Technology Classification with Latent Semantic Indexing 0 0 0 50 0 0 0 144
The Impact of Sample Bias on Consumer Credit Scoring Performance and Profitability 1 1 1 397 1 1 3 995
The Kinked Demand Curve and Price Rigidity: Evidence from Scanner Data 0 0 0 222 1 4 7 1,760
The Relevant Length of Customer Event History for Churn Prediction: How long is long enough? 1 1 1 118 1 1 2 348
The Role of Marketer-Generated Content in Customer Engagement Marketing 0 0 0 2 0 0 10 142
The Role of Seed Money and Threshold Size in Optimizing Fundraising Campaigns: Past Behavior Matters! 0 0 0 66 0 1 3 185
The kinked demand curve and price rigidity: evidence from scanner data 0 0 1 337 0 2 13 3,232
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 0 1 101 2 2 4 489
Weak Signal Identification with Semantic Web Mining 0 0 1 58 0 0 1 174
Why promotion strategies based on market basket analysis do not work 0 0 5 2,181 2 5 22 8,230
Total Working Papers 8 30 162 40,959 41 169 779 137,457


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 2 2 0 0 3 3
B2Boost: instance-dependent profit-driven modelling of B2B churn 1 2 5 5 1 4 10 10
Banking behaviour after the lifecycle event of "moving in together": An exploratory study of the role of marketing investments 0 0 0 47 0 0 0 153
Bayesian kernel based classification for financial distress detection 0 0 0 37 0 0 3 151
Bayesian network classifiers for identifying the slope of the customer lifecycle of long-life customers 0 0 1 147 0 1 10 536
Bayesian neural network learning for repeat purchase modelling in direct marketing 2 2 2 103 3 4 7 382
Binary quantile regression: a Bayesian approach based on the asymmetric Laplace distribution 0 0 0 0 0 1 5 136
CRM in social media: Predicting increases in Facebook usage frequency 0 0 1 47 0 0 4 159
Consumer Acceptance of the Internet as a Channel of Distribution 1 1 1 261 1 1 4 705
Customer attrition analysis for financial services using proportional hazard models 0 2 19 793 4 14 60 2,161
Customer base analysis: partial defection of behaviourally loyal clients in a non-contractual FMCG retail setting 2 2 14 405 5 11 47 1,314
Deep habits in consumption: a spatial panel analysis using scanner data 0 0 0 13 0 0 0 70
Empathy as added value in predicting donation behavior 1 1 4 48 2 5 28 328
Enhanced decision support in credit scoring using Bayesian binary quantile regression 0 0 0 11 2 2 2 49
Ensemble classification based on generalized additive models 0 0 1 33 1 1 2 135
Evaluating multi-label classifiers and recommender systems in the financial service sector 1 1 7 57 2 4 13 197
Evaluating the importance of different communication types in romantic tie prediction on social media 0 0 0 10 0 0 0 37
IMPROVING PURCHASING BEHAVIOR PREDICTIONS BY DATA AUGMENTATION WITH SITUATIONAL VARIABLES 0 0 0 2 0 0 4 17
Identifying Soccer Players on Facebook Through Predictive Analytics 0 0 0 5 0 0 1 26
Improving Campaign Success Rate by Tailoring Donation Requests along the Donor Lifecycle 0 0 0 4 0 0 0 27
Investigating purchasing-sequence patterns for financial services using Markov, MTD and MTDg models 0 0 0 46 0 2 3 162
Neural network survival analysis for personal loan data 0 0 0 7 0 1 2 35
Outlier‐Robust Bayesian Multinomial Choice Modeling 0 0 0 2 1 2 2 16
Predicting Mail-Order Repeat Buying. Which Variables Matter? 0 0 1 139 0 2 4 485
Predicting online-purchasing behaviour 0 2 3 681 0 2 9 1,654
Predicting partial customer churn using Markov for discrimination for modeling first purchase sequences 0 0 1 31 0 1 4 143
Social media optimization: Identifying an optimal strategy for increasing network size on Facebook 0 0 2 35 1 1 6 137
The Kinked Demand Curve and Price Rigidity: Evidence from Scanner Data 0 0 1 57 0 0 7 249
The impact of sample bias on consumer credit scoring performance and profitability 0 0 0 3 0 0 2 12
Will they stay or will they go? Predicting customer churn in the energy sector 0 7 19 43 0 9 26 69
Wrapped input selection using multilayer perceptrons for repeat‐purchase modeling in direct marketing 0 0 0 1 0 0 0 3
bayesQR: A Bayesian Approach to Quantile Regression 0 0 2 25 0 3 12 150
Total Journal Articles 8 20 86 3,100 23 71 280 9,711


Statistics updated 2025-04-04