Christophe Mues
Orcid: 0000-0002-6289-5490
According to our database1,
Christophe Mues
authored at least 55 papers
between 1995 and 2025.
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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Bibliography
2025
Attention-based dynamic multilayer graph neural networks for loan default prediction.
Eur. J. Oper. Res., 2025
2024
CoRR, 2024
2023
Eur. J. Oper. Res., November, 2023
Eur. J. Oper. Res., July, 2023
2022
2021
Eur. J. Oper. Res., 2021
How can lenders prosper? Comparing machine learning approaches to identify profitable peer-to-peer loan investments.
Eur. J. Oper. Res., 2021
Deep residential representations: Using unsupervised learning to unlock elevation data for geo-demographic prediction.
CoRR, 2021
2019
J. Oper. Res. Soc., 2019
2017
2016
Eur. J. Oper. Res., 2016
Modelling repayment patterns in the collections process for unsecured consumer debt: A case study.
Eur. J. Oper. Res., 2016
An empirical comparison of classification algorithms for mortgage default prediction: evidence from a distressed mortgage market.
Eur. J. Oper. Res., 2016
2015
Learning algorithm selection for comprehensible regression analysis using datasetoids.
Intell. Data Anal., 2015
2014
J. Oper. Res. Soc., 2014
Decis. Support Syst., 2014
2012
An experimental comparison of classification algorithms for imbalanced credit scoring data sets.
Expert Syst. Appl., 2012
Eur. J. Oper. Res., 2012
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
2011
Int. J. Neural Syst., 2011
Building comprehensible customer churn prediction models with advanced rule induction techniques.
Expert Syst. Appl., 2011
Expert Syst. Appl., 2011
An empirical evaluation of the comprehensibility of decision table, tree and rule based predictive models.
Decis. Support Syst., 2011
2010
J. Oper. Res. Soc., 2010
2009
Domain knowledge integration in data mining using decision tables: case studies in churn prediction.
J. Oper. Res. Soc., 2009
J. Oper. Res. Soc., 2009
A note on knowledge discovery using neural networks and its application to credit card screening.
Eur. J. Oper. Res., 2009
2008
Benchmarking Classification Models for Software Defect Prediction: A Proposed Framework and Novel Findings.
IEEE Trans. Software Eng., 2008
IEEE Trans. Neural Networks, 2008
J. Syst. Softw., 2008
2007
Inferring descriptive and approximate fuzzy rules for credit scoring using evolutionary algorithms.
Eur. J. Oper. Res., 2007
Proceedings of the Advances in Rule Interchange and Applications, International Symposium, 2007
2006
Expert Syst. Appl., 2006
Risk Management and Regulatory Compliance: A Data Mining Framework Based on Neural Network Rule Extraction.
Proceedings of the International Conference on Information Systems, 2006
Proceedings of the CAISE*06 Workshop on Regulations Modelling and their Validation and Verification ReMo2V '06, 2006
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006
2005
From Knowledge Discovery to Implementation: Developing Business Intelligence Systems using Decision Tables.
Proceedings of the WM 2005: Professional Knowledge Management - Experiences and Visions, Contributions to the 3rd Conference Professional Knowledge Management, 2005
From Knowledge Discovery to Implementation: A Business Intelligence Approach Using Neural Network Rule Extraction and Decision Tables.
Proceedings of the Professional Knowledge Management, Third Biennial Conference, 2005
2004
Decision diagrams in machine learning: an empirical study on real-life credit-risk data.
Expert Syst. Appl., 2004
Improving the Scalability of Rule Base Verification Using Binary Decision Diagrams: An Empirical Study.
Proceedings of the KI 2004: Advances in Artificial Intelligence, 2004
Comprehensible Credit-Scoring Knowledge Visualization Using Decision Tables and Diagrams.
Proceedings of the Enterprise Information Systems VI, 2004
Web Usage Mining with Time Constrained Association Rules.
Proceedings of the ICEIS 2004, 2004
Proceedings of the Database and Expert Systems Applications, 15th International Conference, 2004
2003
Using Neural Network Rule Extraction and Decision Tables for Credit - Risk Evaluation.
Manag. Sci., 2003
Building Intelligent Credit Scoring Systems Using Decision Tables.
Proceedings of the ICEIS 2003, 2003
2001
Building Credit-Risk Evaluation Expert Systems Using Neural Network Rule Extraction and Decision Tables.
Proceedings of the International Conference on Information Systems, 2001
2000
Int. J. Intell. Syst., 2000
1998
An Illustration of Verification and Validation in the Modelling Phase of KBS Development.
Data Knowl. Eng., 1998
Proceedings of the 1998 European Workshop on Validation and Verification of Knowledge-Based Systems, 1998
1997
Inter-Tabular Verification in an Interactive Environment.
Proceedings of the Fourth European Symposium on the Validation and Verification of Knowledge-Based Systems, 1997
1995
A Modeling Approach to KBS Verification.
Proceedings of the European Symposium on the Validation and Verification of Knowledge-Based Systems, 1995