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Semantic ScholarRudy Setiono
◁ ▶ joint publications with coauthor community group 1
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Publications
- 2012
[c33]Rudy Setiono, Alex Seret:
Discrete Variable Generation for Improved Neural Network Classification. ICTAI 2012: 230-237- 2011
- [j46]Rudy Setiono, Bart Baesens, Christophe Mues:
Rule Extraction from Minimal Neural Networks for Credit Card Screening. Int. J. Neural Syst. 21(4): 265-276 (2011) - [j45]Bart Baesens, David Martens, Rudy Setiono, Jacek M. Zurada:
Guest Editorial White Box Nonlinear Prediction Models. IEEE Trans. Neural Networks 22(12): 2406-2408 (2011) - 2010
- [c31]Rudy Setiono, Karel Dejaeger, Wouter Verbeke, David Martens, Bart Baesens:
Software Effort Prediction Using Regression Rule Extraction from Neural Networks. ICTAI (2) 2010: 45-52 - 2009
- [j43]Rudy Setiono, Bart Baesens, Christophe Mues:
A note on knowledge discovery using neural networks and its application to credit card screening. European Journal of Operational Research 192(1): 326-332 (2009) - 2008
- [j40]Rudy Setiono, Bart Baesens, Christophe Mues:
Recursive Neural Network Rule Extraction for Data With Mixed Attributes. IEEE Trans. Neural Networks 19(2): 299-307 (2008) - [j39]Johan Huysmans, Rudy Setiono, Bart Baesens, Jan Vanthienen:
Minerva: Sequential Covering for Rule Extraction. IEEE Trans. Systems, Man, and Cybernetics, Part B 38(2): 299-309 (2008) - [p2]David 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 - 2006
- [c26]Rudy Setiono, Christophe Mues, Bart Baesens:
Risk Management and Regulatory Compliance: A Data Mining Framework Based on Neural Network Rule Extraction. ICIS 2006: 7 - 2005
- [c24]Christophe Mues, Bart Baesens, Rudy Setiono, Jan Vanthienen:
From Knowledge Discovery to Implementation: A Business Intelligence Approach Using Neural Network Rule Extraction and Decision Tables. Wissensmanagement (LNCS Volume) 2005: 483-495 - 2004
- [j34]Rudy Setiono, James Y. L. Thong:
An approach to generate rules from neural networks for regression problems. European Journal of Operational Research 155(1): 239-250 (2004) - [j33]Wlodzislaw Duch, Rudy Setiono, Jacek M. Zurada:
Computational intelligence methods for rule-based data understanding. Proceedings of the IEEE 92(5): 771-805 (2004) - 2003
- [j32]Bart Baesens, Rudy Setiono, Christophe Mues, Jan Vanthienen:
Using Neural Network Rule Extraction and Decision Tables for Credit - Risk Evaluation. Management Science 49(3): 312-329 (2003) - [c21]Bart Baesens, Christophe Mues, Manu De Backer, Jan Vanthienen, Rudy Setiono:
Building Intelligent Credit Scoring Systems Using Decision Tables. ICEIS (2) 2003: 19-25 - 2002
- [j28]Rudy Setiono, Wee Kheng Leow, Jacek M. Zurada:
Extraction of rules from artificial neural networks for nonlinear regression. IEEE Trans. Neural Networks 13(3): 564-577 (2002) - 2001
- [c18]Adam E. Gaweda, Jacek M. Zurada, Rudy Setiono:
Input Selection in Data-Driven Fuzzy Modelling. FUZZ-IEEE 2001: 1251-1254 - [c17]Bart Baesens, Rudy Setiono, Christophe Mues, Stijn Viaene, Jan Vanthienen:
Building Credit-Risk Evaluation Expert Systems Using Neural Network Rule Extraction and Decision Tables. ICIS 2001: 159-168 - 2000
- [j26]Rudy Setiono, Wee Kheng Leow:
FERNN: An Algorithm for Fast Extraction of Rules from Neural Networks. Appl. Intell. 12(1-2): 15-25 (2000) - [c14]Wee Kheng Leow, Zhiyong Huang, Yong Zhang, Rudy Setiono:
Rapid 3D Model Acquisition from Images of Small Objects. GMP 2000: 33-41 - [c13]Rudy Setiono, Wee Kheng Leow, James Y. L. Thong:
Opening the neural network black box: an algorithm for extracting rules from function approximating artificial neural networks. ICIS 2000: 176-186 - [c12]Rudy Setiono, Adam E. Gaweda:
Neural Network Pruning for Function Approximation. IJCNN (6) 2000: 443-448 - [c11]
- 1999
- [j21]Rudy Setiono, Wee Kheng Leow:
On mapping decision trees and neural networks. Knowl.-Based Syst. 12(3): 95-99 (1999) - [j20]Wee Kheng Leow, Rudy Setiono:
Explanation of the "virtual input" phenomenon. Neural Networks 12(1): 191-192 (1999) - [c10]Rudy Setiono, Wee Kheng Leow:
Generating rules from trained network using fast pruning. IJCNN 1999: 4095-4098 - 1998
- [j16]Rudy Setiono, James Y. L. Thong, Chee-Sing Yap:
Symbolic rule extraction from neural networks: An application to identifying organizations adopting IT. Information & Management 34(2): 91-101 (1998)
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last updated on 2018-02-08 21:31 CET by the dblp team