Arnulfo P. Azcarraga

According to our database, Arnulfo P. Azcarraga authored at least 49 papers between 1990 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

k-Winners-Take-All Ensemble Neural Network.

Abien Fred Agarap, Arnulfo P. Azcarraga

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

Poem Generation using Transformers and Doc2Vec Embeddings.

Marvin C. Santillan, Arnulfo P. Azcarraga

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Improving k-Means Clustering Performance with Disentangled Internal Representations.

Abien Fred Agarap, Arnulfo P. Azcarraga

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Generative Adversarial Networks for Improving Object Detection in Camouflaged Images.

Jinky G. Marcelo, Arnulfo P. Azcarraga

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Super-Resolution by Image Enhancement Using Texture Transfer.

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

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

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

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

Int. J. E Health Medical Commun., 2019

Characterizing the SOM Feature Detectors Under Various Input Conditions.

Macario O. Cordel II, Arnulfo P. Azcarraga

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Layout and Context Understanding for Image Synthesis with Scene Graphs.

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

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Single-Fusion Detector: Towards Faster Multi-Scale Object Detection.

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

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Neural network rule extraction for gaining insight into the characteristics of poverty.

Arnulfo P. Azcarraga, Rudy Setiono

Neural Comput. Appl., 2018

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

Macario O. Cordel II, Arnulfo P. Azcarraga

Int. J. Comput. Intell. Appl., 2018

Interactive Style Transfer: Towards Styling User-Specified Object.

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

Proceedings of the IEEE Visual Communications and Image Processing, 2018

ZipNet: ZFNet-level Accuracy with 48× Fewer Parameters.

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

Proceedings of the IEEE Visual Communications and Image Processing, 2018

Principal Agent Theory in the Examination of Technical Specifications used in Government Information Technology Procurement.

Peter Laurence Valencia, Arnulfo P. Azcarraga

Proceedings of the 22nd Pacific Asia Conference on Information Systems, 2018

A Two-Stage Feature Selection Algorithm Based on Redundancy and Relevance.

Arren Matthew C. Antioquia, Arnulfo P. Azcarraga

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

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

Macario O. Cordel II, Arnulfo P. Azcarraga

Int. J. Knowl. Based Intell. Eng. Syst., 2017

2016

Neural network training and rule extraction with augmented discretized input.

Yoichi Hayashi, Rudy Setiono, Arnulfo P. Azcarraga

Neurocomputing, 2016

Validating the stable clustering of songs in a structured 3D SOM.

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

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Self-organizing Maps as Feature Detectors for Supervised Neural Network Pattern Recognition.

Macario O. Cordel II, Arren Matthew C. Antioquia, Arnulfo P. Azcarraga

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Gender-Specific Classifiers in Phoneme Recognition and Academic Emotion Detection.

Arnulfo P. Azcarraga, Arces Talavera, Judith J. Azcarraga

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

SOMphony: Visualizing Symphonies Using Self Organizing Maps.

Arnulfo P. Azcarraga, Fritz Kevin Flores

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015

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

Rudy Setiono, Arnulfo P. Azcarraga, Yoichi Hayashi

Int. J. Comput. Intell. Appl., 2015

Fast Emulation of Self-organizing Maps for Large Datasets.

Macario O. Cordel II, Arnulfo P. Azcarraga

Proceedings of the 6th International Conference on Ambient Systems, 2015

2014

MofN rule extraction from neural networks trained with augmented discretized input.

Rudy Setiono, Arnulfo P. Azcarraga, Yoichi Hayashi

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Tagging documents using neural networks based on local word features.

Arnulfo P. Azcarraga, Paolo Tensuan, Rudy Setiono

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2012

Keyword extraction using backpropagation neural networks and rule extraction.

Arnulfo P. Azcarraga, Michael David Liu, Rudy Setiono

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Design of a Structured 3D SOM as a Music Archive.

Arnulfo P. Azcarraga, Sean Manalili

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

2008

Improved SOM Labeling Methodology for Data Mining Applications.

Arnulfo P. Azcarraga, Ming-Huei Hsieh, Shan Ling Pan, Rudy Setiono

Proceedings of the Soft Computing for Knowledge Discovery and Data Mining, 2008

Enhancing SOM digital music archives using Scatter-Gather.

Arnulfo P. Azcarraga, Aldrich C. Caw

Proceedings of the International Joint Conference on Neural Networks, 2008

Market research applications of artificial neural networks.

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

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2006

Knowledge acquisition and revision using neural networks: an application to a cross-national study of brand image perception.

Rudy Setiono, Shan L. Pan, Ming-Huei Hsieh, Arnulfo P. Azcarraga

J. Oper. Res. Soc., 2006

2005

Separating core and noncore knowledge: an application of neural network rule extraction to a cross-national study of brand image perception.

Rudy Setiono, Shan L. Pan, Ming-Huei Hsieh, Arnulfo P. Azcarraga

IEEE Trans. Syst. Man Cybern. Part C, 2005

Extracting salient dimensions for automatic SOM labeling.

Arnulfo P. Azcarraga, Ming-Huei Hsieh, Shan L. Pan, Rudy Setiono

IEEE Trans. Syst. Man Cybern. Part C, 2005

Automatic knowledge extraction from survey data: learning <i>M</i>-of-<i>N</i> constructs using a hybrid approach.

Rudy Setiono, Shan L. Pan, Ming-Huei Hsieh, Arnulfo P. Azcarraga

J. Oper. Res. Soc., 2005

2004

Evaluating Keyword Selection Methods for WEBSOM Text Archives.

Arnulfo P. Azcarraga, Teddy N. Yap Jr., Jonathan Tan, Tat-Seng Chua

IEEE Trans. Knowl. Data Eng., 2004

Generalized Associative Memory Models: Their Memory Capacities and Potential Application.

Teddy N. Yap Jr., Arnulfo P. Azcarraga

J. Adv. Comput. Intell. Intell. Informatics, 2004

2003

Visualizing Globalization: A Self-Organizing Maps Approach to Customer Profiling.

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

Proceedings of the International Conference on Information Systems, 2003

2002

Generating Concise Sets of Linear Regression Rules from Artificial Neural Networks.

Rudy Setiono, Arnulfo P. Azcarraga

Int. J. Artif. Intell. Tools, 2002

Comparing Keyword Extraction Techniques for WEBSOM Text Archives.

Arnulfo P. Azcarraga, Teddy N. Yap Jr., Tat-Seng Chua

Int. J. Artif. Intell. Tools, 2002

Retrieving News Stories from a News Integration Archive.

Arnulfo P. Azcarraga, Tat-Seng Chua, Jonathan Tan

Proceedings of the Digital Libraries: People, 2002

2001

An Effective Method for Generating Multiple Linear Regression Rules from Artificial Neural Networks.

Rudy Setiono, Arnulfo P. Azcarraga

Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001

Comparing Keyword Extraction Techniques for WEBSOM Text Archives.

Arnulfo P. Azcarraga, Teddy N. Yap Jr.

Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001

SOM-Based Methodology for Building Large Text Archives.

Arnulfo P. Azcarraga, Teddy N. Yap Jr.

Proceedings of the Database Systems for Advanced Applications, Proceedings of the 7th International Conference on Database Systems for Advanced Applications (DASFAA 2001), 18-20 April 2001, 2001

Extracting Meaningful Labels for WEBSOM Text Archives.

Arnulfo P. Azcarraga, Teddy N. Yap Jr.

Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

2000

Assessing Self-Organization Using Order Metrics.

Arnulfo P. Azcarraga

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Evaluating SOMs using order metrics.

Arnulfo P. Azcarraga

Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000

1999

2D order of self-organizing Kristal maps.

Arnulfo P. Azcarraga, Marlene Rose Lim

Proceedings of the International Joint Conference Neural Networks, 1999

1994

A Incremental Neural Classifier on a MIMD Parallel Computer.

Arnulfo P. Azcarraga, Hélène Paugam-Moisy, Didier Puzenat

Proceedings of the Applications in Parallel and Distributed Computing, 1994

1990

Kohonen Feature Maps: Toward Invariant Character Recognition.

Arnulfo P. Azcarraga, Bernard Amy

Proceedings of the Artificial Intelligence IV: Methodology, Systems, Applications, 1990