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Dries F. Benoit

Observed names: Benoit, Dries, Benoit, Dries F., D F Benoit, D. F. Benoit, D.F. Benoit, Dries Benoit, Dries F Benoit, Dries Frederik Benoit
ORCID: 0000-0001-9901-8507
Observed ORCID: 0000-0001-9901-8507
OpenAlex ID: A5089981863
Bayesian adaptive Lasso quantile regression
2012 · Rahim Alhamzawi, Keming Yu, et al. · Statistical Modelling · 162
Predicting student dropout in subscription-based online learning environments: The beneficial impact of the logit leaf model
2020 · Kristof Coussement, Minh Phan, et al. · Decision Support Systems · 125
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Binary quantile regression: a Bayesian approach based on the asymmetric Laplace distribution
2010 · Dries F. Benoit, Dirk Van den Poel · Journal of Applied Econometrics · 119
Improved marketing decision making in a customer churn prediction context using generalized additive models
2009 · Kristof Coussement, Dries F. Benoit, et al. · Expert Systems with Applications · 117
Benefits of quantile regression for the analysis of customer lifetime value in a contractual setting: An application in financial services
2009 · Dries F. Benoit, Dirk Van den Poel · Expert Systems with Applications · 112
bayesQR : A Bayesian Approach to Quantile Regression
2017 · Dries F. Benoit, Dirk Van den Poel · Journal of Statistical Software · 107
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Bluetooth tracking of humans in an indoor environment: An application to shopping mall visits
2016 · Dieter Oosterlinck, Dries F. Benoit, et al. · Applied Geography · 89
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Identifying influencers in a social network: The value of real referral data
2016 · I. Roelens, P. Baecke, et al. · Decision Support Systems · 66
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Improving customer retention in financial services using kinship network information
2012 · Dries F. Benoit, Dirk Van den Poel · Expert Systems with Applications · 64
Promoting metacognitive regulation through collaborative problem solving on the web: When scripting does not work
2016 · Annelies Raes, Tammy Schellens, et al. · Computers in Human Behavior · 63
Interpretable data science for decision making
2021 · Kristof Coussement, Dries F. Benoit · Decision Support Systems · 59
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Integrating expert knowledge and multilingual web crawling data in a lead qualification system
2015 · J. D’Haen, D. Van den Poel, et al. · Decision Support Systems · 56
Bayesian lasso binary quantile regression
2013 · Dries F. Benoit, Rahim Alhamzawi, et al. · Computational Statistics · 56
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Synthetic Data Generator for Electric Vehicle Charging Sessions: Modeling and Evaluation Using Real-World Data
2020 · Manu Lahariya, Dries F. Benoit, et al. · Energies · 54
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A Bayesian approach for incorporating expert opinions into decision support systems: A case study of online consumer-satisfaction detection
2015 · K. Coussement, D.F. Benoit, et al. · Decision Support Systems · 51
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Explainability through uncertainty: Trustworthy decision-making with neural networks
2023 · Arthur Thuy, Dries F. Benoit · European Journal of Operational Research · 46
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Forecasting directional bitcoin price returns using aspect-based sentiment analysis on online text data
2021 · Ekaterina Loginova, Wai Kit Tsang, et al. · Machine Learning · 45
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Incorporating sequential information in bankruptcy prediction with predictors based on Markov for discrimination
2017 · Andrey Volkov, Dries F. Benoit, et al. · Decision Support Systems · 44
Modeling and analysis of residential flexibility: Timing of white good usage
2016 · N. Sadeghianpourhamami, T. Demeester, et al. · Applied Energy · 41
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Older People’s Preferences for Side Effects Associated with Antimuscarinic Treatments of Overactive Bladder: A Discrete-Choice Experiment
2017 · Veerle H. Decalf, Anja M. J. Huion, et al. · Drugs & Aging · 37
Enhanced decision support in credit scoring using Bayesian binary quantile regression
2012 · V L Miguéis, D F Benoit, et al. · Journal of the Operational Research Society · 34
On realising the utopian potential of big data analytics for maximising return on marketing investments
2020 · D. F. Benoit, S. Lessmann, et al. · Journal of Marketing Management · 30
Gaussian processes for daily demand prediction in tourism planning
2019 · Wai Kit Tsang, Dries F. Benoit · Journal of Forecasting · 30
From one-class to two-class classification by incorporating expert knowledge: Novelty detection in human behaviour
2019 · Dieter Oosterlinck, Dries F. Benoit, et al. · European Journal of Operational Research · 24
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Improving direct mail targeting through customer response modeling
2015 · Kristof Coussement, Paul Harrigan, et al. · Expert Systems with Applications · 19
Works count: 68
Citation count: 1,806
H-index: 24
I10-index: 32
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