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1

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

2

COMPARING KEYWORD EXTRACTION TECHNIQUES FOR WEBSOM TEXT ARCHIVES

AZCARRAGA, ARNULFO P., YAP, TEDDY, CHUA, TAT SENG

Journal:

International Journal of Artificial Intelligence Tools

Year:

2002

Language:

english

File:

PDF, 1.72 MB

english, 2002

3

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

4

[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

5

A New Method for Emulating Self-Organizing Maps for Visualization of Datasets

Cordel, Macario O., Azcarraga, Arnulfo P.

Journal:

International Journal of Computational Intelligence and Applications

Year:

2018

Language:

english

File:

PDF, 1.09 MB

english, 2018

6

[IEEE 2018 IEEE Visual Communications and Image Processing (VCIP) - Taichung, Taiwan (2018.12.9-2018.12.12)] 2018 IEEE Visual Communications and Image Processing (VCIP) - Interactive Style Transfer: Towards Styling User-Specified Object

Virtusio, John Jethro, Talavera, Arces, Tan, Daniel Stanley, Hua, Kai-Lung, Azcarraga, Arnulfo

Year:

2018

Language:

english

File:

PDF, 1.37 MB

english, 2018

7

[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

8

[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

9

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - Enhancing SOM digital music archives using Scatter-Gather

Azcarraga, Arnulfo P., Caw, Aldrich C.

Year:

2008

File:

PDF, 370 KB

2008

10

[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

11

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

12

[ACM Press the tenth international conference - Atlanta, Georgia, USA (2001.10.05-2001.10.10)] Proceedings of the tenth international conference on Information and knowledge management - CIKM'01 - Extracting meaningful labels for WEBSOM text archives

Azcarraga, Arnulfo P., Yap, Teddy N.

Year:

2001

Language:

english

File:

PDF, 1.64 MB

english, 2001

13

Fast Emulation of Self-organizing Maps for Large Datasets

Cordel, Macario O., Azcarraga, Arnulfo P.

Journal:

Procedia Computer Science

Year:

2015

Language:

english

File:

PDF, 771 KB

english, 2015

14

Measuring the contribution of filter bank layer to performance of convolutional neural networks

Cordel II, Macario O., Azcarraga, Arnulfo P.

Journal:

International Journal of Knowledge-based and Intelligent Engineering Systems

Year:

2017

Language:

english

File:

PDF, 1.49 MB

english, 2017

15

[IEEE 2018 International Joint Conference on Neural Networks (IJCNN) - Rio de Janeiro, Brazil (2018.7.8-2018.7.13)] 2018 International Joint Conference on Neural Networks (IJCNN) - A Two-Stage Feature Selection Algorithm Based on Redundancy and Relevance

Antioquia, Arren Matthew C., Azcarraga, Arnulfo P.

Year:

2018

Language:

english

File:

PDF, 1.37 MB

english, 2018

16

[IEEE 2018 IEEE Visual Communications and Image Processing (VCIP) - Taichung, Taiwan (2018.12.9-2018.12.12)] 2018 IEEE Visual Communications and Image Processing (VCIP) - Interactive Style Transfer: Towards Styling User-Specified Object

Virtusio, John Jethro, Talavera, Arces, Tan, Daniel Stanley, Hua, Kai-Lung, Azcarraga, Arnulfo

Year:

2018

File:

PDF, 1.37 MB

2018

17

Identity Concealment When Uploading Pictures of Patients in a Tele-Medicine System

Azcarraga, Judith Jumig, Raduban, John Zachary, Gendrano, Ma. Christine, Azcarraga, Arnulfo P.

Journal:

International Journal of E-Health and Medical Communications

Year:

2019

Language:

english

File:

PDF, 1.04 MB

english, 2019

18

[IEEE 2018 IEEE Visual Communications and Image Processing (VCIP) - Taichung, Taiwan (2018.12.9-2018.12.12)] 2018 IEEE Visual Communications and Image Processing (VCIP) - ZipNet: ZFNet-level Accuracy with 48× Fewer Parameters

Antioquia, Arren Matthew C., Stanley Tan, Daniel, Azcarraga, Arnulfo, Cheng, Wen-Huang, Hua, Kai-Lung

Year:

2018

Language:

english

File:

PDF, 145 KB

english, 2018

19

[IEEE 2018 IEEE Visual Communications and Image Processing (VCIP) - Taichung, Taiwan (2018.12.9-2018.12.12)] 2018 IEEE Visual Communications and Image Processing (VCIP) - ZipNet: ZFNet-level Accuracy with 48× Fewer Parameters

Antioquia, Arren Matthew C., Stanley Tan, Daniel, Azcarraga, Arnulfo, Cheng, Wen-Huang, Hua, Kai-Lung

Year:

2018

File:

PDF, 145 KB

2018

20

[IEEE 2019 IEEE International Conference on Image Processing (ICIP) - Taipei, Taiwan (2019.9.22-2019.9.25)] 2019 IEEE International Conference on Image Processing (ICIP) - Single-Fusion Detector: Towards Faster Multi-Scale Object Detection

Antioquia, Arren Matthew C., Stanley Tan, Daniel, Azcarraga, Arnulfo, Hua, Kai-Lung

Year:

2019

Language:

english

File:

PDF, 134 KB

english, 2019

21

[IEEE 2019 IEEE International Conference on Image Processing (ICIP) - Taipei, Taiwan (2019.9.22-2019.9.25)] 2019 IEEE International Conference on Image Processing (ICIP) - Layout and Context Understanding for Image Synthesis with Scene Graphs

Talavera, Arces, Tan, Daniel Stanley, Azcarraga, Arnulfo, Hua, Kai-Lung

Year:

2019

Language:

english

File:

PDF, 2.20 MB

english, 2019

22

[IEEE 2020 IEEE International Conference on Image Processing (ICIP) - Abu Dhabi, United Arab Emirates (2020.10.25-2020.10.28)] 2020 IEEE International Conference on Image Processing (ICIP) - Super-Resolution by Image Enhancement Using Texture Transfer

Ople, Jose Jaena Mari, Tan, Daniel Stanley, Azcarraga, Arnulfo, Yang, Chao-Lung, Hua, Kai-Lung

Year:

2020

File:

PDF, 223 KB

2020

23

[IEEE 2020 International Joint Conference on Neural Networks (IJCNN) - Glasgow, United Kingdom (2020.7.19-2020.7.24)] 2020 International Joint Conference on Neural Networks (IJCNN) - Poem Generation using Transformers and Doc2Vec Embeddings

Santillan, Marvin C., Azcarraga, Arnulfo P.

Year:

2020

File:

PDF, 1.13 MB

2020

24

[IEEE 2020 International Joint Conference on Neural Networks (IJCNN) - Glasgow, United Kingdom (2020.7.19-2020.7.24)] 2020 International Joint Conference on Neural Networks (IJCNN) - Improving k-Means Clustering Performance with Disentangled Internal Representations

Agarap, Abien Fred, Azcarraga, Arnulfo P.

Year:

2020

File:

PDF, 1.91 MB

2020

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