default search action
Kristof Coussement
Person information
- affiliation: University of Lille, IESEG School of Management, France
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j38]C. Gary Mena, Kristof Coussement, Koen W. De Bock, Arno De Caigny, Stefan Lessmann
:
Exploiting time-varying RFM measures for customer churn prediction with deep neural networks. Ann. Oper. Res. 339(1-2): 765-787 (2024) - [j37]Khaoula Idbenjra, Kristof Coussement, Arno De Caigny:
Investigating the beneficial impact of segmentation-based modelling for credit scoring. Decis. Support Syst. 179: 114170 (2024) - [j36]Kristof Coussement, Mohammad Zoynul Abedin
Explainable AI for enhanced decision-making. Decis. Support Syst. 184: 114276 (2024) - [j35]Stephanie Beyer Díaz
Improved decision-making through life event prediction: A case study in the financial services industry. Decis. Support Syst. 187: 114342 (2024) - [j34]Philipp Borchert
Industry-sensitive language modeling for business. Eur. J. Oper. Res. 315(2): 691-702 (2024) - [j33]Koen W. De Bock, Kristof Coussement, Arno De Caigny:
Explainable Analytics for Operational Research. Eur. J. Oper. Res. 317(2): 243-248 (2024) - [j32]Koen W. De Bock
Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda. Eur. J. Oper. Res. 317(2): 249-272 (2024) - [j31]Stephanie Beyer Díaz
Do the US president's tweets better predict oil prices? An empirical examination using long short-term memory networks. Int. J. Prod. Res. 62(6): 2158-2175 (2024) - [j30]Jason Weismueller
Information sharing and political polarisation on social media: The role of falsehood and partisanship. Inf. Syst. J. 34(3): 854-893 (2024) - [c3]Mathias Kraus, Nico Hambauer, Kristina Müller, Pavlina Kröckel, Nalika Ulapane, Arno De Caigny, Koen W. De Bock, Kristof Coussement:
Coupling Neural Networks Between Clusters for Better Personalized Care. HICSS 2024: 3627-3636 - 2023
- [j29]Minh Phan, Arno De Caigny, Kristof Coussement:
A decision support framework to incorporate textual data for early student dropout prediction in higher education. Decis. Support Syst. 168: 113940 (2023) - [j28]Philipp Borchert
Extending business failure prediction models with textual website content using deep learning. Eur. J. Oper. Res. 306(1): 348-357 (2023) - [c2]Philipp Borchert
CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation. EMNLP 2023: 11792-11806 - [i2]Philipp Borchert, Jochen De Weerdt, Kristof Coussement, Arno De Caigny, Marie-Francine Moens:
CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation. CoRR abs/2310.12024 (2023) - 2022
- [j27]Kristof Coussement
A decision-analytic framework for interpretable recommendation systems with multiple input data sources: a case study for a European e-tailer. Ann. Oper. Res. 315(2): 671-694 (2022) - [j26]Jason Weismueller
What makes people share political content on social media? The role of emotion, authority and ideology. Comput. Hum. Behav. 129: 107150 (2022) - 2021
- [j25]Kristof Coussement
Interpretable data science for decision making. Decis. Support Syst. 150: 113664 (2021) - [j24]Paul Harrigan
Identifying influencers on social media. Int. J. Inf. Manag. 56: 102246 (2021) - [j23]Stefan Lessmann
Targeting customers for profit: An ensemble learning framework to support marketing decision-making. Inf. Sci. 557: 286-301 (2021) - [j22]Piotr Sulikowski
Gaze and Event Tracking for Evaluation of Recommendation-Driven Purchase. Sensors 21(4): 1381 (2021) - 2020
- [j21]Diego Olaya
A survey and benchmarking study of multitreatment uplift modeling. Data Min. Knowl. Discov. 34(2): 273-308 (2020) - [j20]Arno De Caigny
Leveraging fine-grained transaction data for customer life event predictions. Decis. Support Syst. 130: 113232 (2020) - [j19]Kristof Coussement
Predicting student dropout in subscription-based online learning environments: The beneficial impact of the logit leaf model. Decis. Support Syst. 135: 113325 (2020) - [j18]Koen W. De Bock, Kristof Coussement
Cost-sensitive business failure prediction when misclassification costs are uncertain: A heterogeneous ensemble selection approach. Eur. J. Oper. Res. 285(2): 612-630 (2020) - [j17]Nathalie T. M. Demoulin, Kristof Coussement
Acceptance of text-mining systems: The signaling role of information quality. Inf. Manag. 57(1) (2020)
2010 – 2019
- 2019
- [j16]Steven Debaere, Floris Devriendt, Johanna Brunneder, Wouter Verbeke
Reducing inferior member community participation using uplift modeling: Evidence from a field experiment. Decis. Support Syst. 123 (2019) - [i1]C. Gary Mena, Arno De Caigny, Kristof Coussement, Koen W. De Bock, Stefan Lessmann:
Churn Prediction with Sequential Data and Deep Neural Networks. A Comparative Analysis. CoRR abs/1909.11114 (2019) - 2018
- [j15]Stijn Geuens
A framework for configuring collaborative filtering-based recommendations derived from purchase data. Eur. J. Oper. Res. 265(1): 208-218 (2018) - [j14]Arno De Caigny
A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees. Eur. J. Oper. Res. 269(2): 760-772 (2018) - [j13]Steven Debaere
Multi-label classification of member participation in online innovation communities. Eur. J. Oper. Res. 270(2): 761-774 (2018) - [j12]Michael Antioco
Misreading of consumer dissatisfaction in online product reviews: Writing style as a cause for bias. Int. J. Inf. Manag. 38(1): 301-310 (2018) - 2017
- [j11]Kristof Coussement
A comparative analysis of data preparation algorithms for customer churn prediction: A case study in the telecommunication industry. Decis. Support Syst. 95: 27-36 (2017) - [j10]Artem Bequé, Kristof Coussement
Approaches for credit scorecard calibration: An empirical analysis. Knowl. Based Syst. 134: 213-227 (2017) - 2015
- [j9]Kristof Coussement
A Bayesian approach for incorporating expert opinions into decision support systems: A case study of online consumer-satisfaction detection. Decis. Support Syst. 79: 24-32 (2015) - [j8]Kristof Coussement
Improving direct mail targeting through customer response modeling. Expert Syst. Appl. 42(22): 8403-8412 (2015) - [c1]Annika Baumann, Stefan Lessmann, Kristof Coussement, Koen W. De Bock:
Maximize What Matters: Predicting Customer Churn With Decision-Centric Ensemble Selection. ECIS 2015 - 2011
- [j7]Kristof Coussement
A probability-mapping algorithm for calibrating the posterior probabilities: A direct marketing application. Eur. J. Oper. Res. 214(3): 732-738 (2011) - 2010
- [j6]Koen W. De Bock
Ensemble classification based on generalized additive models. Comput. Stat. Data Anal. 54(6): 1535-1546 (2010) - [j5]Kristof Coussement
Improved marketing decision making in a customer churn prediction context using generalized additive models. Expert Syst. Appl. 37(3): 2132-2143 (2010)
2000 – 2009
- 2009
- [j4]Kristof Coussement
Improving customer attrition prediction by integrating emotions from client/company interaction emails and evaluating multiple classifiers. Expert Syst. Appl. 36(3): 6127-6134 (2009) - 2008
- [j3]Kristof Coussement
Improving customer complaint management by automatic email classification using linguistic style features as predictors. Decis. Support Syst. 44(4): 870-882 (2008) - [j2]Kristof Coussement
Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques. Expert Syst. Appl. 34(1): 313-327 (2008) - [j1]Kristof Coussement
Integrating the voice of customers through call center emails into a decision support system for churn prediction. Inf. Manag. 45(3): 164-174 (2008)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-11-07 20:31 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: