Christophe Mues

According to our database1, Christophe Mues authored at least 47 papers between 1995 and 2019.

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Bibliography

2019
Debtor level collection operations using Bayesian dynamic programming.
JORS, 2019

Special issue on credit risk modelling.
JORS, 2019

2017
Lyn Thomas 1946-2016.
European Journal of Operational Research, 2017

2016
Exposure at default models with and without the credit conversion factor.
European Journal of Operational Research, 2016

Modelling repayment patterns in the collections process for unsecured consumer debt: A case study.
European Journal of Operational Research, 2016

An empirical comparison of classification algorithms for mortgage default prediction: evidence from a distressed mortgage market.
European Journal of Operational Research, 2016

Editorial.
European Journal of Operational Research, 2016

2015
Learning algorithm selection for comprehensible regression analysis using datasetoids.
Intell. Data Anal., 2015

2014
The economy and loss given default: evidence from two UK retail lending data sets.
JORS, 2014

Using a transactor/revolver scorecard to make credit and pricing decisions.
Decision Support Systems, 2014

2012
An experimental comparison of classification algorithms for imbalanced credit scoring data sets.
Expert Syst. Appl., 2012

Mixture cure models in credit scoring: If and when borrowers default.
European Journal of Operational Research, 2012

Selecting Accurate and Comprehensible Regression Algorithms through Meta Learning.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2011
Rule Extraction from Minimal Neural Networks for Credit Card Screening.
Int. J. Neural Syst., 2011

Building comprehensible customer churn prediction models with advanced rule induction techniques.
Expert Syst. Appl., 2011

Identifying financially successful start-up profiles with data mining.
Expert Syst. Appl., 2011

Monitoring and backtesting churn models.
Expert Syst. Appl., 2011

An empirical evaluation of the comprehensibility of decision table, tree and rule based predictive models.
Decision Support Systems, 2011

2010
Modelling LGD for unsecured personal loans: decision tree approach.
JORS, 2010

2009
Domain knowledge integration in data mining using decision tables: case studies in churn prediction.
JORS, 2009

50 years of data mining and OR: upcoming trends and challenges.
JORS, 2009

A note on knowledge discovery using neural networks and its application to credit card screening.
European Journal of Operational Research, 2009

2008
Benchmarking Classification Models for Software Defect Prediction: A Proposed Framework and Novel Findings.
IEEE Trans. Software Eng., 2008

Recursive Neural Network Rule Extraction for Data With Mixed Attributes.
IEEE Trans. Neural Networks, 2008

Mining software repositories for comprehensible software fault prediction models.
Journal of Systems and Software, 2008

2007
Inferring descriptive and approximate fuzzy rules for credit scoring using evolutionary algorithms.
European Journal of Operational Research, 2007

Specifying Process-Aware Access Control Rules in SBVR.
Proceedings of the Advances in Rule Interchange and Applications, International Symposium, 2007

2006
Special issue on intelligent information systems for financial engineering.
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

Experiences with Modeling and Verification of Regulations.
Proceedings of the CAISE*06 Workshop on Regulations Modelling and their Validation and Verification ReMo2V '06, 2006

Ant-Based Approach to the Knowledge Fusion Problem.
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
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

Comprehensible Credit-Scoring Knowledge Visualization Using Decision Tables and Diagrams.
Proceedings of the ICEIS 2004, 2004

Web Usage Mining with Time Constrained Association Rules.
Proceedings of the ICEIS 2004, 2004

Decision Diagrams in Machine Learning: An Empirical Study on Real-Life Credit-Risk Data.
Proceedings of the Diagrammatic Representation and Inference, 2004

Efficient Rule Base Verification Using Binary Decision Diagrams.
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.
Management Science, 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
Improving a neuro-fuzzy classifier using exploratory factor analysis.
Int. J. Intell. Syst., 2000

1998
An Illustration of Verification and Validation in the Modelling Phase of KBS Development.
Data Knowl. Eng., 1998

Extracting complete and consistent knowledge patterns from data.
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


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