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1

Product-, corporate-, and country-image dimensions and purchase behavior: A multicountry analysis

Ming-Huei Hsieh, Shan-Ling Pan, Rudy Setiono

Journal:

Journal of the Academy of Marketing Science

Year:

2004

Language:

english

File:

PDF, 2.14 MB

english, 2004

2

NeuroLinear: From neural networks to oblique decision rules

Rudy Setiono, Huan Liu

Journal:

Year:

1997

Language:

english

File:

PDF, 1.50 MB

english, 1997

3

Neural-network feature selector

Rudy Setiono,, Huan Liu,

Journal:

IEEE Transactions on Neural Networks

Year:

1997

Language:

english

File:

PDF, 209 KB

english, 1997

4

Using Neural Network Rule Extraction and Decision Tables for Credit-Risk Evaluation

Baesens, Bart, Setiono, Rudy, Mues, Christophe, Vanthienen, Jan

Journal:

Management Science

Year:

2003

Language:

english

File:

PDF, 589 KB

english, 2003

5

Neural network training and rule extraction with augmented discretized input

Hayashi, Yoichi, Setiono, Rudy, Azcarraga, Arnulfo

Journal:

Year:

2016

Language:

english

File:

PDF, 777 KB

english, 2016

6

Feedforward Neural Network Construction Using Cross Validation

Journal:

Neural Computation

Year:

2001

Language:

english

File:

PDF, 89 KB

english, 2001

7

Using Sample Selection to Improve Accuracy and Simplicity of Rules Extracted from Neural Networks for Credit Scoring Applications

Setiono, Rudy, Azcarraga, Arnulfo, Hayashi, Yoichi

Journal:

International Journal of Computational Intelligence and Applications

Year:

2015

Language:

english

File:

PDF, 319 KB

english, 2015

8

Guest Editorial White Box Nonlinear Prediction Models

Baesens, Bart, Martens, David, Setiono, Rudy, Zurada, Jacek M.

Journal:

IEEE Transactions on Neural Networks

Year:

2011

Language:

english

File:

PDF, 205 KB

english, 2011

9

Using Neural Network Rule Extraction and Decision Tables for Credit-Risk Evaluation

Bart Baesens, Rudy Setiono, Christophe Mues and Jan Vanthienen

Journal:

Management Science

Year:

2003

Language:

english

File:

PDF, 942 KB

english, 2003

10

[IEEE 2016 International Joint Conference on Neural Networks (IJCNN) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 International Joint Conference on Neural Networks (IJCNN) - Validating the stable clustering of songs in a structured 3D SOM

Azcarraga, Arnulfo, Caronongan, Arturo, Setiono, Rudy, Manalili, Sean

Year:

2016

Language:

english

File:

PDF, 587 KB

english, 2016

11

Interior dual proximal point algorithm for linear programs

Journal:

European Journal of Operational Research

Year:

1994

Language:

english

File:

PDF, 720 KB

english, 1994

12

Greedy rule generation from discrete data and its use in neural network rule extraction

Koichi Odajima, Yoichi Hayashi, Gong Tianxia, Rudy Setiono

Journal:

Neural Networks

Year:

2008

Language:

english

File:

PDF, 1018 KB

english, 2008

13

Dimensionality reduction via discretization

Huan Liu, Rudy Setiono

Journal:

Knowledge-Based Systems

Year:

1996

Language:

english

File:

PDF, 591 KB

english, 1996

14

Understanding consumer heterogeneity: A business intelligence application of neural networks

Yoichi Hayashi, Ming-Huei Hsieh, Rudy Setiono

Journal:

Knowledge-Based Systems

Year:

2010

Language:

english

File:

PDF, 210 KB

english, 2010

15

Combining neural network predictions for medical diagnosis

Yoichi Hayashi, Rudy Setiono

Journal:

Computers in Biology and Medicine

Year:

2002

Language:

english

File:

PDF, 105 KB

english, 2002

16

An approach to generate rules from neural networks for regression problems

Rudy Setiono, James Y.L. Thong

Journal:

European Journal of Operational Research

Year:

2004

Language:

english

File:

PDF, 314 KB

english, 2004

17

Symbolic rule extraction from neural networks: An application to identifying organizations adopting IT

Rudy Setiono, James Y.L Thong, Chee-Sing Yap

Journal:

Information & Management

Year:

1998

Language:

english

File:

PDF, 195 KB

english, 1998

18

Explanation of the “virtual input” phenomenon

Wee Kheng Leow, Rudy Setiono

Journal:

Neural Networks

Year:

1999

Language:

english

File:

PDF, 49 KB

english, 1999

19

Improving backpropagation learning with feature selection

Rudy Setiono, Huan Liu

Journal:

Applied Intelligence

Year:

1996

Language:

english

File:

PDF, 810 KB

english, 1996

20

A note on knowledge discovery using neural networks and its application to credit card screening

Rudy Setiono, Bart Baesens, Christophe Mues

Journal:

European Journal of Operational Research

Year:

2009

Language:

english

File:

PDF, 120 KB

english, 2009

21

Some issues on scalable feature selection

Huan Liu, Rudy Setiono

Journal:

Expert Systems with Applications

Year:

1998

Language:

english

File:

PDF, 539 KB

english, 1998

22

FERNN: An Algorithm for Fast Extraction of Rules from Neural Networks

Rudy Setiono, Wee Kheng Leow

Journal:

Applied Intelligence

Year:

2000

Language:

english

File:

PDF, 119 KB

english, 2000

23

Incremental Feature Selection

Huan Liu, Rudy Setiono

Journal:

Applied Intelligence

Year:

1998

Language:

english

File:

PDF, 391 KB

english, 1998

24

Effective Query Size Estimation Using Neural Networks

Hongjun Lu, Rudy Setiono

Journal:

Applied Intelligence

Year:

2002

Language:

english

File:

PDF, 132 KB

english, 2002

25

Extracting rules from pruned neural networks for breast cancer diagnosis

Journal:

Artificial Intelligence in Medicine

Year:

1996

Language:

english

File:

PDF, 986 KB

english, 1996

26

On the solution of the parity problem by a single hidden layer feedforward neural network

Journal:

Year:

1997

Language:

english

File:

PDF, 608 KB

english, 1997

27

A comparison between two neural network rule extraction techniques for the diagnosis of hepatobiliary disorders

Yoichi Hayashi, Rudy Setiono, Katsumi Yoshida

Journal:

Artificial Intelligence in Medicine

Year:

2000

Language:

english

File:

PDF, 201 KB

english, 2000

28

Generating concise and accurate classification rules for breast cancer diagnosis

Journal:

Artificial Intelligence in Medicine

Year:

2000

Language:

english

File:

PDF, 126 KB

english, 2000

29

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Keyword extraction using backpropagation neural networks and rule extraction

Azcarraga, Arnulfo, Liu, Michael David, Setiono, Rudy

Year:

2012

Language:

english

File:

PDF, 794 KB

english, 2012

30

Interior Dual Least 2-Norm Algorithm for Linear Programs

Journal:

SIAM Journal on Control and Optimization

Year:

1993

Language:

english

File:

PDF, 1.79 MB

english, 1993

31

A Penalty-Function Approach for Pruning Feedforward Neural Networks

Journal:

Neural Computation

Year:

1997

Language:

english

File:

PDF, 186 KB

english, 1997

32

[IEEE 2010 22nd International Conference on Tools with Artificial Intelligence (ICTAI) - Arras, France (2010.10.27-2010.10.29)] 2010 22nd IEEE International Conference on Tools with Artificial Intelligence - Neural Network Rule Extraction and the LED Display Recognition Problem

Setiono, Rudy, Tanaka, Masahiro

Year:

2010

Language:

english

File:

PDF, 184 KB

english, 2010

33

[IEEE 2010 22nd International Conference on Tools with Artificial Intelligence (ICTAI) - Arras, France (2010.10.27-2010.10.29)] 2010 22nd IEEE International Conference on Tools with Artificial Intelligence - Software Effort Prediction Using Regression Rule Extraction from Neural Networks

Setiono, Rudy, Dejaeger, Karel, Verbeke, Wouter, Martens, David, Baesens, Bart

Year:

2010

Language:

english

File:

PDF, 541 KB

english, 2010

34

[IEEE 2014 International Joint Conference on Neural Networks (IJCNN) - Beijing, China (2014.7.6-2014.7.11)] 2014 International Joint Conference on Neural Networks (IJCNN) - Tagging documents using neural networks based on local word features

Azcarraga, Amulfo P., Tensuan, Paolo, Setiono, Rudy

Year:

2014

Language:

english

File:

PDF, 3.55 MB

english, 2014

35

Feedforward Neural Network;Construction Algorithm;Maximum Likelihood Function;Quasi-newton Methods.

Journal:

Connection Science

Year:

1995

Language:

english

File:

PDF, 377 KB

english, 1995

36

[IEEE 2008 IEEE Congress on Evolutionary Computation (CEC) - Hong Kong, China (2008.06.1-2008.06.6)] 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence) - Market research applications of artificial neural networks

Azcarraga, Arnulfo P., Ming-Huei Hsieh,, Setiono, Rudy

Year:

2008

Language:

english

File:

PDF, 133 KB

english, 2008

37

Analysis of Hidden Representations by Greedy Clustering

LIU, RUDY SETIONO HUAN

Journal:

Connection Science

Year:

1998

Language:

english

File:

PDF, 349 KB

english, 1998

38

[IEEE 2014 International Joint Conference on Neural Networks (IJCNN) - Beijing, China (2014.7.6-2014.7.11)] 2014 International Joint Conference on Neural Networks (IJCNN) - MofN rule extraction from neural networks trained with augmented discretized input

Setiono, Rudy, Azcarraga, Arnulfo, Hayashi, Yoichi

Year:

2014

Language:

english

File:

PDF, 483 KB

english, 2014

39

EFFICIENT NEURAL NETWORK TRAINING ON A CRAY Y-MP

CHUNG, SIU LEUNG, SETIONO, RUDY

Journal:

International Journal of High Speed Computing

Year:

1995

Language:

english

File:

PDF, 579 KB

english, 1995

40

RULE EXTRACTION FROM MINIMAL NEURAL NETWORKS FOR CREDIT CARD SCREENING

SETIONO, RUDY, BAESENS, BART, MUES, CHRISTOPHE

Journal:

International Journal of Neural Systems

Year:

2011

Language:

english

File:

PDF, 204 KB

english, 2011

41

GENERATING CONCISE SETS OF LINEAR REGRESSION RULES FROM ARTIFICIAL NEURAL NETWORKS

SETIONO, RUDY, AZCARRAGA, ARNULFO

Journal:

International Journal of Artificial Intelligence Tools

Year:

2002

Language:

english

File:

PDF, 224 KB

english, 2002

42

Extracting Rules from Neural Networks by Pruning and Hidden-Unit Splitting

Journal:

Neural Computation

Year:

1997

Language:

english

File:

PDF, 166 KB

english, 1997

43

[IEEE 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI 2012) - Athens (2012.11.7-2012.11.9)] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence - Discrete Variable Generation for Improved Neural Network Classification

Setiono, Rudy, Seret, A.

Year:

2012

Language:

english

File:

PDF, 336 KB

english, 2012

44

A Hybrid SOM-SVM Approach for the Zebrafish Gene Expression Analysis

Wu, Wei, Liu, Xin, Xu, Min, Peng, Jin-Rong, Setiono, Rudy

Journal:

Genomics, Proteomics & Bioinformatics

Year:

2005

Language:

english

File:

PDF, 352 KB

english, 2005