| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Rudy Setiono, Bart Baesens, Christophe Mues |
Rule Extraction from Minimal Neural Networks for Credit Card Screening.  |
Int. J. Neural Syst.  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Bart Baesens, David Martens, Rudy Setiono, Jacek M. Zurada |
Guest Editorial White Box Nonlinear Prediction Models. |
IEEE Transactions on Neural Networks |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Huan Liu, Hiroshi Motoda, Rudy Setiono, Zheng Zhao |
Feature Selection: An Ever Evolving Frontier in Data Mining. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Huan Liu, Hiroshi Motoda, Rudy Setiono, Zheng Zhao |
Preface. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Yoichi Hayashi, Ming-Huei Hsieh, Rudy Setiono |
Understanding consumer heterogeneity: A business intelligence application of neural networks. |
Knowl.-Based Syst. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, Karel Dejaeger, Wouter Verbeke, David Martens, Bart Baesens |
Software Effort Prediction Using Regression Rule Extraction from Neural Networks. |
ICTAI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, Masahiro Tanaka |
Neural Network Rule Extraction and the LED Display Recognition Problem. |
ICTAI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yoichi Hayashi, Ming-Huei Hsieh, Rudy Setiono |
Predicting consumer preference for fast-food franchises: a data mining approach. |
JORS |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, Bart Baesens, Christophe Mues |
Recursive Neural Network Rule Extraction for Data With Mixed Attributes. |
IEEE Transactions on Neural Networks |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Koichi Odajima, Yoichi Hayashi, Gong Tianxia, Rudy Setiono |
Greedy rule generation from discrete data and its use in neural network rule extraction. |
Neural Networks |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Johan Huysmans, Rudy Setiono, Bart Baesens, Jan Vanthienen |
Minerva: Sequential Covering for Rule Extraction. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Arnulfo P. Azcarraga, Ming-Huei Hsieh, Shan Ling Pan, Rudy Setiono |
Improved SOM Labeling Methodology for Data Mining Applications. |
Soft Computing for Knowledge Discovery and Data Mining |
2008 |
DBLP DOI BibTeX RDF |
clustering, neural networks, classification, self-organizing maps |
| 1 | Arnulfo P. Azcarraga, Ming-Huei Hsieh, Rudy Setiono |
Market research applications of artificial neural networks. |
IEEE Congress on Evolutionary Computation |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Koichi Odajima, Yoichi Hayashi, Rudy Setiono |
Greedy rule generation from discrete data and its use in neural network rule extraction. |
IJCNN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, Christophe Mues, Bart Baesens |
Risk Management and Regulatory Compliance: A Data Mining Framework Based on Neural Network Rule Extraction. |
ICIS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Arnulfo P. Azcarraga, Ming-Huei Hsieh, S. L. Pan, Rudy Setiono |
Extracting salient dimensions for automatic SOM labeling. |
IEEE Transactions on Systems, Man, and Cybernetics, Part C |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, S. L. Pan, Ming-Huei Hsieh, Arnulfo P. Azcarraga |
Separating core and noncore knowledge: an application of neural network rule extraction to a cross-national study of brand image perception. |
IEEE Transactions on Systems, Man, and Cybernetics, Part C |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, James Y. L. Thong |
An approach to generate rules from neural networks for regression problems. |
European Journal of Operational Research |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Wu Wei, Liu Xin, Xu Min, Peng Jinrong, Rudy Setiono |
A Hybrid SOM-SVM Method for Analyzing Zebra Fish Gene Expression. |
ICPR |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Vincent Tam, Rudy Setiono, Ardi Santoso |
Applying the Conjugate Gradient Method for Text Document Categorization. |
ICPR |
2004 |
DBLP DOI BibTeX RDF |
Linear Least Squares Fit, Performance Measures, Document Classification, Conjugate Gradient Method |
| 1 | Bart Baesens, Rudy Setiono, Christophe Mues, Jan Vanthienen |
Using Neural Network Rule Extraction and Decision Tables for Credit - Risk Evaluation. |
Management Science |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Bart Baesens, Christophe Mues, Manu De Backer, Jan Vanthienen, Rudy Setiono |
Building Intelligent Credit Scoring Systems Using Decision Tables. |
ICEIS |
2003 |
DBLP BibTeX RDF |
|
| 1 | Arnulfo P. Azcarraga, Ming-Huei Hsieh, Rudy Setiono |
Visualizing Globalization: A Self-Organizing Maps Approach to Customer Profiling. |
ICIS |
2003 |
DBLP BibTeX RDF |
|
| 1 | Rudy Setiono, Arnulfo P. Azcarraga |
Generating Concise Sets of Linear Regression Rules from Artificial Neural Networks. |
International Journal on Artificial Intelligence Tools |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Hongjun Lu, Rudy Setiono |
Effective Query Size Estimation Using Neural Networks. |
Appl. Intell. |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, Wee Kheng Leow, Jacek M. Zurada |
Extraction of rules from artificial neural networks for nonlinear regression. |
IEEE Transactions on Neural Networks |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Vincent Tam, Ardi Santoso, Rudy Setiono |
A Comparative Study of Centroid-Based, Neighborhood-Based and Statistical Approaches for Effective Document Categorization. |
ICPR |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono |
Feedforward Neural Network Construction Using Cross Validation. |
Neural Computation |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam E. Gaweda, Jacek M. Zurada, Rudy Setiono |
Input Selection in Data-Driven Fuzzy Modelling. |
FUZZ-IEEE |
2001 |
DBLP BibTeX RDF |
|
| 1 | Rudy Setiono, Arnulfo P. Azcarraga |
An Effective Method for Generating Multiple Linear Regression Rules from Artificial Neural Networks. (PDF / PS) |
ICTAI |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono |
Generating Linear Regression Rules from Neural Networks Using Local Least Squares Approximation. |
IWANN |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Yoichi Hayashi, Rudy Setiono, Katsumi Yoshida |
Learning M-of-N Concepts for Medical Diagnosis Using Neural Networks. |
JACIII |
2000 |
DBLP BibTeX RDF |
|
| 1 | Rudy Setiono |
Generating concise and accurate classification rules for breast cancer diagnosis. |
Artificial Intelligence in Medicine |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Yoichi Hayashi, Rudy Setiono, Katsumi Yoshida |
A comparison between two neural network rule extraction techniques for the diagnosis of hepatobiliary disorders. |
Artificial Intelligence in Medicine |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, Wee Kheng Leow |
FERNN: An Algorithm for Fast Extraction of Rules from Neural Networks. |
Appl. Intell. |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono |
Extracting M-of-N rules from trained neural networks. |
IEEE Trans. Neural Netw. Learning Syst. |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Wee Kheng Leow, Zhiyong Huang, Yong Zhang, Rudy Setiono |
Rapid 3D Model Acquisition from Images of Small Objects. (PDF / PS) |
GMP |
2000 |
DBLP DOI BibTeX RDF |
turntable sequence, image sequence, 3D reconstruction, model acquisition |
| 1 | Rudy Setiono, Wee Kheng Leow |
Pruned Neural Networks for Regression. |
PRICAI |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, Adam E. Gaweda |
Neural Network Pruning for Function Approximation. |
IJCNN |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
neural networks, knowledge acquisition, decision rules |
| 1 | Wee Kheng Leow, Rudy Setiono |
Explanation of the "virtual input" phenomenon. |
Neural Networks |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, Wee Kheng Leow |
On mapping decision trees and neural networks. |
Knowl.-Based Syst. |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, Huan Liu |
A connectionist approach to generating oblique decision trees. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Huan Liu, Rudy Setiono |
Incremental Feature Selection. |
Appl. Intell. |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, Huan Liu |
Analysis of Hidden Representations by Greedy Clustering. |
Connect. Sci. |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, James Y. L. Thong, Chee-Sing Yap |
Symbolic rule extraction from neural networks: An application to identifying organizations adopting IT. |
Information & Management |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Huan Liu, Rudy Setiono |
Feature Transformation and Multivariate Decision Tree Induction. |
Discovery Science |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Huan Liu, Rudy Setiono |
Feature Selection via Discretization. |
IEEE Trans. Knowl. Data Eng. |
1997 |
DBLP DOI BibTeX RDF |
feature selection, pattern classification, Discretization |
| 1 | Rudy Setiono |
A Penalty-Function Approach for Pruning Feedforward Neural Networks. |
Neural Computation |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono |
Extracting Rules from Neural Networks by Pruning and Hidden-Unit Splitting. |
Neural Computation |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, Huan Liu |
NeuroLinear: From neural networks to oblique decision rules. |
Neurocomputing |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono |
On the solution of the parity problem by a single hidden layer feedforward neural network. |
Neurocomputing |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, Huan Liu |
NeuroLinear: A System for Extracting Oblique Decision Rules from Neural Networks. |
ECML |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Hongjun Lu, Rudy Setiono, Huan Liu |
Effective Data Mining Using Neural Networks. |
IEEE Trans. Knowl. Data Eng. |
1996 |
DBLP DOI BibTeX RDF |
network pruning, Data mining, neural networks, classification, rule extraction |
| 1 | Rudy Setiono |
Extracting rules from pruned networks for breast cancer diagnosis. |
Artificial Intelligence in Medicine |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, Huan Liu |
Improving Backpropagation Learning with Feature Selection. |
Appl. Intell. |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Huan Liu, Rudy Setiono |
Dimensionality reduction via discretization. |
Knowl.-Based Syst. |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, Huan Liu |
Symbolic Representation of Neural Networks. |
IEEE Computer |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Huan Liu, Rudy Setiono |
Feature Selection and Classification - A Probabilistic Wrapper Approach. |
IEA/AIE |
1996 |
DBLP BibTeX RDF |
|
| 1 | Huan Liu, Rudy Setiono |
A Probabilistic Approach to Feature Selection - A Filter Solution. |
ICML |
1996 |
DBLP BibTeX RDF |
|
| 1 | Siu Leung Chung, Rudy Setiono |
Efficient Neural Network Training on a Cray y-MP. |
International Journal of High Speed Computing |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono |
A Neural Network Construction Algorithm which Maximizes the Likelihood Function. |
Connect. Sci. |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudy Setiono, Huan Liu |
Understanding Neural Networks via Rule Extraction. |
IJCAI |
1995 |
DBLP BibTeX RDF |
|
| 1 | Hongjun Lu, Rudy Setiono, Huan Liu |
NeuroRule: A Connectionist Approach to Data Mining. |
VLDB |
1995 |
DBLP BibTeX RDF |
|
| 1 | Hongjun Lu, Rudy Setiono, Huan Liu |
Towards Effective Classfication Rule Extraction (Abstract). |
KDOOD/TDOOD |
1995 |
DBLP BibTeX RDF |
|
| 1 | Rudy Setiono, Guojun Lu |
A Neural Network Construction Algorithm with Application to Image. |
Neural Computing and Applications |
1994 |
DBLP DOI BibTeX RDF |
|
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