Toward Comprehensible Software Fault Prediction Models Using Bayesian Network Classifiers
Dejaeger, K., Verbraken, T., Baesens, B.
Published in IEEE transactions on software engineering (01.02.2013)
Published in IEEE transactions on software engineering (01.02.2013)
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Journal Article
Benchmarking state-of-the-art classification algorithms for credit scoring
Baesens, B, Van Gestel, T, Viaene, S, Stepanova, M, Suykens, J, Vanthienen, J
Published in The Journal of the Operational Research Society (01.06.2003)
Published in The Journal of the Operational Research Society (01.06.2003)
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Journal Article
Classification With Ant Colony Optimization
Martens, D., De Backer, M., Haesen, R., Vanthienen, J., Snoeck, M., Baesens, B.
Published in IEEE transactions on evolutionary computation (01.10.2007)
Published in IEEE transactions on evolutionary computation (01.10.2007)
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Journal Article
Domain Knowledge Integration in Data Mining Using Decision Tables: Case Studies in Churn Prediction
Lima, E., Mues, C., Baesens, B.
Published in The Journal of the Operational Research Society (01.08.2009)
Published in The Journal of the Operational Research Society (01.08.2009)
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Journal Article
50 Years of Data Mining and OR: Upcoming Trends and Challenges
Baesens, B., Mues, C., Martens, D., Vanthienen, J.
Published in The Journal of the Operational Research Society (01.05.2009)
Published in The Journal of the Operational Research Society (01.05.2009)
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Journal Article
Conference Proceeding
Neural Network Survival Analysis for Personal Loan Data
B. Baesens, T. Van Gestel, Stepanova, M., D. Van den Poel, J. Vanthienen
Published in The Journal of the Operational Research Society (01.09.2005)
Published in The Journal of the Operational Research Society (01.09.2005)
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Journal Article
Credit rating prediction using Ant Colony Optimization
Martens, D, Van Gestel, T, De Backer, M, Haesen, R, Vanthienen, J, Baesens, B
Published in The Journal of the Operational Research Society (01.04.2010)
Published in The Journal of the Operational Research Society (01.04.2010)
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Journal Article
An Overview and Framework for PD Backtesting and Benchmarking
Castermans, G., Martens, D., Van Gestel, T., Hamers, B., Baesens, B.
Published in The Journal of the Operational Research Society (01.03.2010)
Published in The Journal of the Operational Research Society (01.03.2010)
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Journal Article
Conference Proceeding
Minerva: Sequential Covering for Rule Extraction
Huysmans, J., Setiono, R., Baesens, B., Vanthienen, J.
Published in IEEE transactions on systems, man and cybernetics. Part B, Cybernetics (01.04.2008)
Published in IEEE transactions on systems, man and cybernetics. Part B, Cybernetics (01.04.2008)
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Journal Article
Comparing a genetic fuzzy and a neurofuzzy classifier for credit scoring
Hoffmann, F., Baesens, B., Martens, J., Put, F., Vanthienen, J.
Published in International journal of intelligent systems (01.11.2002)
Published in International journal of intelligent systems (01.11.2002)
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Journal Article
Confidence intervals for probabilistic network classifiers
Egmont-Petersen, M., Feelders, A., Baesens, B.
Published in Computational statistics & data analysis (15.06.2005)
Published in Computational statistics & data analysis (15.06.2005)
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Journal Article
Data Mining Techniques for Software Effort Estimation: A Comparative Study
Dejaeger, K., Verbeke, W., Martens, D., Baesens, B.
Published in IEEE transactions on software engineering (01.03.2012)
Published in IEEE transactions on software engineering (01.03.2012)
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Journal Article
Knowledge discovery in a direct marketing case using least squares support vector machines
Viaene, S., Baesens, B., Van Gestel, T., Suykens, J. A. K., Van den Poel, D., Vanthienen, J., De Moor, B., Dedene, G.
Published in International journal of intelligent systems (01.09.2001)
Published in International journal of intelligent systems (01.09.2001)
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Journal Article
Decompositional Rule Extraction from Support Vector Machines by Active Learning
Martens, D., Baesens, B.B., Van Gestel, T.
Published in IEEE transactions on knowledge and data engineering (01.02.2009)
Published in IEEE transactions on knowledge and data engineering (01.02.2009)
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Journal Article