Kristof Coussement

52 papers A* 1Journal 49Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A decision support framework for estimating the impact of covariate shift in machine learning systems.
Decis. Support Syst.
Matthijs Meire, Steven Hoornaert, Arno De Caigny, Kristof Coussement
2025 J jnl
A blending ensemble learning model for crude oil price forecasting.
Ann. Oper. Res.
Mahmudul Hasan, Mohammad Zoynul Abedin, Petr Hájek, Kristof Coussement, Md. Nahid Sultan, Brian Lucey
2025 J jnl
A decision support framework for misstatement identification in financial reporting: A hybrid tree-augmented Bayesian belief approach.
Decis. Support Syst.
Serhat Simsek, Ali Dag, Kristof Coussement, Eyyüb Y. Kibis, Abdullah Asilkalkan, Srinivasan Ragothaman
2025 J jnl
An adaptive heterogeneous ensemble learning method for multi-dimensional company performance decision-making.
Ann. Oper. Res.
Yi Feng, Mohammad Zoynul Abedin, Yunqiang Yin, Dujuan Wang, Tai Chiu Edwin Cheng, Kristof Coussement
2025 J jnl
Bounded Individualized Treatment Effect: A Novel Approach for Uplift Modeling.
IEEE Access
Catalina Sánchez, Carla Vairetti, Kristof Coussement, Sebastián Maldonado
2025 J jnl
Developing an Interpretable Decision Support Framework for Artifact Design in Organ Transplantation.
Inf. Syst. Frontiers
Kazim Topuz, Ismail Abdulrashid, Behrooz Davazdahemami, Kristof Coussement, Dursun Delen
2025 J jnl
From collaborative filtering to deep learning: Advancing recommender systems with longitudinal data in the financial services industry.
Eur. J. Oper. Res.
Stephanie Beyer Díaz, Kristof Coussement, Arno De Caigny
2025 J jnl
Interpretable machine learning and explainable artificial intelligence.
Ann. Oper. Res.
Kazim Topuz, Akhilesh Bajaj, Kristof Coussement, Timothy L. Urban
2025 J jnl
Investigating the impact of undersampling and bagging: an empirical investigation for customer attrition modeling.
Ann. Oper. Res.
Arno De Caigny, Kristof Coussement, Matthijs Meire, Steven Hoornaert
2024 — conf
Coupling Neural Networks Between Clusters for Better Personalized Care.
HICSS
Mathias Kraus, Nico Hambauer, Kristina Müller, Pavlina Kröckel, Nalika Ulapane, Arno De Caigny, Koen W. De Bock, Kristof Coussement
2024 J jnl
Do the US president's tweets better predict oil prices? An empirical examination using long short-term memory networks.
Int. J. Prod. Res.
Stephanie Beyer Díaz, Kristof Coussement, Arno De Caigny, Luis Fernando Pérez, Stefan Creemers
2024 J jnl
Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda.
Eur. J. Oper. Res.
Koen W. De Bock, Kristof Coussement, Arno De Caigny, Roman Slowinski, Bart Baesens, Robert N. Boute, Tsan-Ming Choi, Dursun Delen, Mathias Kraus, Stefan Lessmann, Sebastián Maldonado, David Martens, María Óskarsdóttir, Carla Vairetti, Wouter Verbeke, Richard Weber
2024 J jnl
Explainable AI for enhanced decision-making.
Decis. Support Syst.
Kristof Coussement, Mohammad Zoynul Abedin, Mathias Kraus, Sebastián Maldonado, Kazim Topuz
2024 J jnl
Explainable Analytics for Operational Research.
Eur. J. Oper. Res.
Koen W. De Bock, Kristof Coussement, Arno De Caigny
2024 J jnl
Exploiting time-varying RFM measures for customer churn prediction with deep neural networks.
Ann. Oper. Res.
C. Gary Mena, Kristof Coussement, Koen W. De Bock, Arno De Caigny, Stefan Lessmann
2024 J jnl
Improved decision-making through life event prediction: A case study in the financial services industry.
Decis. Support Syst.
Stephanie Beyer Díaz, Kristof Coussement, Arno De Caigny
2024 J jnl
Industry-sensitive language modeling for business.
Eur. J. Oper. Res.
Philipp Borchert, Kristof Coussement, Jochen De Weerdt, Arno De Caigny
2024 J jnl
Information sharing and political polarisation on social media: The role of falsehood and partisanship.
Inf. Syst. J.
Jason Weismueller, Richard L. Gruner, Paul Harrigan, Kristof Coussement, Shasha Wang
2024 J jnl
Investigating the beneficial impact of segmentation-based modelling for credit scoring.
Decis. Support Syst.
Khaoula Idbenjra, Kristof Coussement, Arno De Caigny
2023 J jnl
A decision support framework to incorporate textual data for early student dropout prediction in higher education.
Decis. Support Syst.
Minh Phan, Arno De Caigny, Kristof Coussement
2023 A* conf
CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation.
EMNLP
Philipp Borchert, Jochen De Weerdt, Kristof Coussement, Arno De Caigny, Marie-Francine Moens
2023 J jnl
CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation.
CoRR
Philipp Borchert, Jochen De Weerdt, Kristof Coussement, Arno De Caigny, Marie-Francine Moens
2023 J jnl
Extending business failure prediction models with textual website content using deep learning.
Eur. J. Oper. Res.
Philipp Borchert, Kristof Coussement, Arno De Caigny, Jochen De Weerdt
2022 J jnl
A decision-analytic framework for interpretable recommendation systems with multiple input data sources: a case study for a European e-tailer.
Ann. Oper. Res.
Kristof Coussement, Koen W. De Bock, Stijn Geuens
2022 J jnl
What makes people share political content on social media? The role of emotion, authority and ideology.
Comput. Hum. Behav.
Jason Weismueller, Paul Harrigan, Kristof Coussement, Tina Tessitore
2021 J jnl
Gaze and Event Tracking for Evaluation of Recommendation-Driven Purchase.
Sensors
Piotr Sulikowski, Tomasz Zdziebko, Kristof Coussement, Krzysztof Dyczkowski, Krzysztof Kluza, Karina Sachpazidu-Wójcicka
2021 J jnl
Identifying influencers on social media.
Int. J. Inf. Manag.
Paul Harrigan, Timothy M. Daly, Kristof Coussement, Julie A. Lee, Geoffrey N. Soutar, Uwana Evers
2021 J jnl
Interpretable data science for decision making.
Decis. Support Syst.
Kristof Coussement, Dries F. Benoit
2021 J jnl
Targeting customers for profit: An ensemble learning framework to support marketing decision-making.
Inf. Sci.
Stefan Lessmann, Johannes Haupt, Kristof Coussement, Koen W. De Bock
2020 J jnl
A survey and benchmarking study of multitreatment uplift modeling.
Data Min. Knowl. Discov.
Diego Olaya, Kristof Coussement, Wouter Verbeke
2020 J jnl
Acceptance of text-mining systems: The signaling role of information quality.
Inf. Manag.
Nathalie T. M. Demoulin, Kristof Coussement
2020 J jnl
Cost-sensitive business failure prediction when misclassification costs are uncertain: A heterogeneous ensemble selection approach.
Eur. J. Oper. Res.
Koen W. De Bock, Kristof Coussement, Stefan Lessmann
2020 J jnl
Leveraging fine-grained transaction data for customer life event predictions.
Decis. Support Syst.
Arno De Caigny, Kristof Coussement, Koen W. De Bock
2020 J jnl
Predicting student dropout in subscription-based online learning environments: The beneficial impact of the logit leaf model.
Decis. Support Syst.
Kristof Coussement, Minh Phan, Arno De Caigny, Dries F. Benoit, Annelies Raes
2019 J jnl
Churn Prediction with Sequential Data and Deep Neural Networks. A Comparative Analysis.
CoRR
C. Gary Mena, Arno De Caigny, Kristof Coussement, Koen W. De Bock, Stefan Lessmann
2019 J jnl
Reducing inferior member community participation using uplift modeling: Evidence from a field experiment.
Decis. Support Syst.
Steven Debaere, Floris Devriendt, Johanna Brunneder, Wouter Verbeke, Tom de Ruyck, Kristof Coussement
2018 J jnl
A framework for configuring collaborative filtering-based recommendations derived from purchase data.
Eur. J. Oper. Res.
Stijn Geuens, Kristof Coussement, Koen W. De Bock
2018 J jnl
A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees.
Eur. J. Oper. Res.
Arno De Caigny, Kristof Coussement, Koen W. De Bock
2018 J jnl
Misreading of consumer dissatisfaction in online product reviews: Writing style as a cause for bias.
Int. J. Inf. Manag.
Michael Antioco, Kristof Coussement
2018 J jnl
Multi-label classification of member participation in online innovation communities.
Eur. J. Oper. Res.
Steven Debaere, Kristof Coussement, Tom de Ruyck
2017 J jnl
A comparative analysis of data preparation algorithms for customer churn prediction: A case study in the telecommunication industry.
Decis. Support Syst.
Kristof Coussement, Stefan Lessmann, Geert Verstraeten
2017 J jnl
Approaches for credit scorecard calibration: An empirical analysis.
Knowl. Based Syst.
Artem Bequé, Kristof Coussement, Ross W. Gayler, Stefan Lessmann
2015 J jnl
A Bayesian approach for incorporating expert opinions into decision support systems: A case study of online consumer-satisfaction detection.
Decis. Support Syst.
Kristof Coussement, Dries F. Benoit, Michael Antioco
2015 J jnl
Improving direct mail targeting through customer response modeling.
Expert Syst. Appl.
Kristof Coussement, Paul Harrigan, Dries F. Benoit
2015 — conf
Maximize What Matters: Predicting Customer Churn With Decision-Centric Ensemble Selection.
ECIS
Annika Baumann, Stefan Lessmann, Kristof Coussement, Koen W. De Bock
2011 J jnl
A probability-mapping algorithm for calibrating the posterior probabilities: A direct marketing application.
Eur. J. Oper. Res.
Kristof Coussement, Wouter Buckinx
2010 J jnl
Ensemble classification based on generalized additive models.
Comput. Stat. Data Anal.
Koen W. De Bock, Kristof Coussement, Dirk Van den Poel
2010 J jnl
Improved marketing decision making in a customer churn prediction context using generalized additive models.
Expert Syst. Appl.
Kristof Coussement, Dries F. Benoit, Dirk Van den Poel
2009 J jnl
Improving customer attrition prediction by integrating emotions from client/company interaction emails and evaluating multiple classifiers.
Expert Syst. Appl.
Kristof Coussement, Dirk Van den Poel
2008 J jnl
Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques.
Expert Syst. Appl.
Kristof Coussement, Dirk Van den Poel
2008 J jnl
Improving customer complaint management by automatic email classification using linguistic style features as predictors.
Decis. Support Syst.
Kristof Coussement, Dirk Van den Poel
2008 J jnl
Integrating the voice of customers through call center emails into a decision support system for churn prediction.
Inf. Manag.
Kristof Coussement, Dirk Van den Poel