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Arno De Caigny
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 11
Top Topics
Sparsity Regularization
Customer Churn
Transaction Data
Churn Prediction
Top Venues
Decis. Support Syst.
CoRR
Eur. J. Oper. Res.
EMNLP
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Publications
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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)
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 (2023)
Philipp Borchert
,
Kristof Coussement
,
Arno De Caigny
,
Jochen De Weerdt
Extending business failure prediction models with textual website content using deep learning.
Eur. J. Oper. Res.
306 (1) (2023)
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
(2023)
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.
EMNLP
(2023)
Koen W. De Bock
,
Arno De Caigny
Spline-rule ensemble classifiers with structured sparsity regularization for interpretable customer churn modeling.
Decis. Support Syst.
150 (2021)
Kristof Coussement
,
Minh Phan
,
Arno De Caigny
,
Dries F. Benoit
,
Annelies Raes
Predicting student dropout in subscription-based online learning environments: The beneficial impact of the logit leaf model.
Decis. Support Syst.
135 (2020)
Arno De Caigny
,
Kristof Coussement
,
Koen W. De Bock
Leveraging fine-grained transaction data for customer life event predictions.
Decis. Support Syst.
130 (2020)
Arno De Caigny
Innovation in customer scoring for the financial services industry.
4OR
18 (3) (2020)
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
(2019)
Arno De Caigny
,
Kristof Coussement
,
Koen W. De Bock
A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees.
Eur. J. Oper. Res.
269 (2) (2018)