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David Martens

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2009
10EEDavid Martens, Bart Baesens, Tony Van Gestel: Decompositional Rule Extraction from Support Vector Machines by Active Learning. IEEE Trans. Knowl. Data Eng. 21(2): 178-191 (2009)
2008
9EEDavid Martens, Johan Huysmans, Rudy Setiono, Jan Vanthienen, Bart Baesens: Rule Extraction from Support Vector Machines: An Overview of Issues and Application in Credit Scoring. Rule Extraction from Support Vector Machines 2008: 33-63
8EEOlivier Vandecruys, David Martens, Bart Baesens, Christophe Mues, Manu De Backer, Raf Haesen: Mining software repositories for comprehensible software fault prediction models. Journal of Systems and Software 81(5): 823-839 (2008)
2007
7EEStijn Goedertier, David Martens, Bart Baesens, Raf Haesen, Jan Vanthienen: Process Mining as First-Order Classification Learning on Logs with Negative Events. Business Process Management Workshops 2007: 42-53
6EEDavid Martens, Bart Baesens, Tony Van Gestel, Jan Vanthienen: Comprehensible credit scoring models using rule extraction from support vector machines. European Journal of Operational Research 183(3): 1466-1476 (2007)
5EEDavid Martens, Manu De Backer, Raf Haesen, Jan Vanthienen, Monique Snoeck, Bart Baesens: Classification With Ant Colony Optimization. IEEE Trans. Evolutionary Computation 11(5): 651-665 (2007)
2006
4EEDavid Martens, Manu De Backer, Raf Haesen, Bart Baesens, Christophe Mues, Jan Vanthienen: Ant-Based Approach to the Knowledge Fusion Problem. ANTS Workshop 2006: 84-95
3EEJohan Huysmans, David Martens, Bart Baesens, Jan Vanthienen, Tony Van Gestel: Country Corruption Analysis with Self Organizing Maps and Support Vector Machines. WISI 2006: 103-114
2EEDavid Martens, Manu De Backer, Raf Haesen, Bart Baesens, Tom Holvoet: Ants Constructing Rule-Based Classifiers. Swarm Intelligence in Data Mining 2006: 21-43
2005
1EEManu De Backer, Raf Haesen, David Martens, Bart Baesens: A Stigmergy Based Approach to Data Mining. Australian Conference on Artificial Intelligence 2005: 975-978

Coauthor Index

1Manu De Backer [1] [2] [4] [5] [8]
2Bart Baesens [1] [2] [3] [4] [5] [6] [7] [8] [9] [10]
3Tony Van Gestel [3] [6] [10]
4Stijn Goedertier [7]
5Raf Haesen [1] [2] [4] [5] [7] [8]
6Tom Holvoet [2]
7Johan Huysmans [3] [9]
8Christophe Mues [4] [8]
9Rudy Setiono [9]
10Monique Snoeck [5]
11Olivier Vandecruys [8]
12Jan Vanthienen [3] [4] [5] [6] [7] [9]

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)