Arnulfo P. Azcarraga

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 23

Top Topics

Feature Detectors

Principal Agent

Rule Extraction

Top Venues

Publications

Abien Fred Agarap, Arnulfo P. Azcarraga
k-Winners-Take-All Ensemble Neural Network. CoRR (2024)
Abien Fred Agarap, Arnulfo P. Azcarraga
k-Winners-Take-All Ensemble Neural Network. ICONIP (2) (2021)
Jose Jaena Mari Ople, Daniel Stanley Tan, Arnulfo P. Azcarraga, Chao-Lung Yang, Kai-Lung Hua
Super-Resolution by Image Enhancement Using Texture Transfer. ICIP (2020)
Jinky G. Marcelo, Arnulfo P. Azcarraga
Generative Adversarial Networks for Improving Object Detection in Camouflaged Images. ICONIP (4) (2020)
Abien Fred Agarap, Arnulfo P. Azcarraga
Improving k-Means Clustering Performance with Disentangled Internal Representations. IJCNN (2020)
Abien Fred Agarap, Arnulfo P. Azcarraga
Improving k-Means Clustering Performance with Disentangled Internal Representations. CoRR (2020)
Marvin C. Santillan, Arnulfo P. Azcarraga
Poem Generation using Transformers and Doc2Vec Embeddings. IJCNN (2020)
Arren Matthew C. Antioquia, Daniel Stanley Tan, Arnulfo P. Azcarraga, Kai-Lung Hua
Single-Fusion Detector: Towards Faster Multi-Scale Object Detection. ICIP (2019)
Arces Talavera, Daniel Stanley Tan, Arnulfo P. Azcarraga, Kai-Lung Hua
Layout and Context Understanding for Image Synthesis with Scene Graphs. ICIP (2019)
Judith Jumig Azcarraga, John Zachary Raduban, Ma. Christine Gendrano, Arnulfo P. Azcarraga
Identity Concealment When Uploading Pictures of Patients in a Tele-Medicine System. Int. J. E Health Medical Commun. 10 (2) (2019)
Macario O. Cordel II, Arnulfo P. Azcarraga
Characterizing the SOM Feature Detectors Under Various Input Conditions. PAKDD (3) (2019)
Peter Laurence Valencia, Arnulfo P. Azcarraga
Principal Agent Theory in the Examination of Technical Specifications used in Government Information Technology Procurement. PACIS (2018)
John Jethro Virtusio, Arces Talavera, Daniel Stanley Tan, Kai-Lung Hua, Arnulfo P. Azcarraga
Interactive Style Transfer: Towards Styling User-Specified Object. VCIP (2018)
Arnulfo P. Azcarraga, Rudy Setiono
Neural network rule extraction for gaining insight into the characteristics of poverty. Neural Comput. Appl. 30 (9) (2018)
Macario O. Cordel II, Arnulfo P. Azcarraga
A New Method for Emulating Self-Organizing Maps for Visualization of Datasets. Int. J. Comput. Intell. Appl. 17 (3) (2018)
Arren Matthew C. Antioquia, Arnulfo P. Azcarraga
A Two-Stage Feature Selection Algorithm Based on Redundancy and Relevance. IJCNN (2018)
Arren Matthew C. Antioquia, Daniel Stanley Tan, Arnulfo P. Azcarraga, Wen-Huang Cheng, Kai-Lung Hua
ZipNet: ZFNet-level Accuracy with 48× Fewer Parameters. VCIP (2018)
Macario O. Cordel II, Arnulfo P. Azcarraga
Measuring the contribution of filter bank layer to performance of convolutional neural networks. Int. J. Knowl. Based Intell. Eng. Syst. 21 (1) (2017)
Yoichi Hayashi, Rudy Setiono, Arnulfo P. Azcarraga
Neural network training and rule extraction with augmented discretized input. Neurocomputing 207 (2016)
Arnulfo P. Azcarraga, Fritz Kevin Flores
SOMphony: Visualizing Symphonies Using Self Organizing Maps. ICONIP (4) (2016)
Arnulfo P. Azcarraga, Arturo Caronongan, Rudy Setiono, Sean Manalili
Validating the stable clustering of songs in a structured 3D SOM. IJCNN (2016)
Arnulfo P. Azcarraga, Arces Talavera, Judith J. Azcarraga
Gender-Specific Classifiers in Phoneme Recognition and Academic Emotion Detection. ICONIP (4) (2016)
Macario O. Cordel II, Arren Matthew C. Antioquia, Arnulfo P. Azcarraga
Self-organizing Maps as Feature Detectors for Supervised Neural Network Pattern Recognition. ICONIP (4) (2016)
Rudy Setiono, Arnulfo P. Azcarraga, Yoichi Hayashi
Using Sample Selection to Improve Accuracy and Simplicity of Rules Extracted from Neural Networks for Credit Scoring Applications. Int. J. Comput. Intell. Appl. 14 (4) (2015)
Macario O. Cordel II, Arnulfo P. Azcarraga
Fast Emulation of Self-organizing Maps for Large Datasets. ANT/SEIT (2015)
Rudy Setiono, Arnulfo P. Azcarraga, Yoichi Hayashi
MofN rule extraction from neural networks trained with augmented discretized input. IJCNN (2014)
Arnulfo P. Azcarraga, Paolo Tensuan, Rudy Setiono
Tagging documents using neural networks based on local word features. IJCNN (2014)
Arnulfo P. Azcarraga, Michael David Liu, Rudy Setiono
Keyword extraction using backpropagation neural networks and rule extraction. IJCNN (2012)
Arnulfo P. Azcarraga, Sean Manalili
Design of a Structured 3D SOM as a Music Archive. WSOM (2011)
Arnulfo P. Azcarraga, Ming-Huei Hsieh, Rudy Setiono
Market research applications of artificial neural networks. IEEE Congress on Evolutionary Computation (2008)
Arnulfo P. Azcarraga, Aldrich C. Caw
Enhancing SOM digital music archives using Scatter-Gather. IJCNN (2008)
Rudy Setiono, Shan L. Pan, Ming-Huei Hsieh, Arnulfo P. Azcarraga
Knowledge acquisition and revision using neural networks: an application to a cross-national study of brand image perception. J. Oper. Res. Soc. 57 (3) (2006)
Rudy Setiono, Shan L. Pan, Ming-Huei Hsieh, Arnulfo P. Azcarraga
constructs using a hybrid approach. J. Oper. Res. Soc. 56 (1) (2005)
Arnulfo P. Azcarraga, Ming-Huei Hsieh, Shan L. Pan, Rudy Setiono
Extracting salient dimensions for automatic SOM labeling. IEEE Trans. Syst. Man Cybern. Part C 35 (4) (2005)
Rudy Setiono, Shan 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 Trans. Syst. Man Cybern. Part C 35 (4) (2005)
Arnulfo P. Azcarraga, Teddy N. Yap Jr., Jonathan Tan, Tat-Seng Chua
Evaluating Keyword Selection Methods for WEBSOM Text Archives. IEEE Trans. Knowl. Data Eng. 16 (3) (2004)
Teddy N. Yap Jr., Arnulfo P. Azcarraga
Generalized Associative Memory Models: Their Memory Capacities and Potential Application. J. Adv. Comput. Intell. Intell. Informatics 8 (1) (2004)
Arnulfo P. Azcarraga, Ming-Huei Hsieh, Rudy Setiono
Visualizing Globalization: A Self-Organizing Maps Approach to Customer Profiling. ICIS (2003)
Arnulfo P. Azcarraga, Tat-Seng Chua, Jonathan Tan
Retrieving News Stories from a News Integration Archive. ICADL (2002)
Arnulfo P. Azcarraga, Teddy N. Yap Jr., Tat-Seng Chua
Comparing Keyword Extraction Techniques for WEBSOM Text Archives. Int. J. Artif. Intell. Tools 11 (2) (2002)
Rudy Setiono, Arnulfo P. Azcarraga
Generating Concise Sets of Linear Regression Rules from Artificial Neural Networks. Int. J. Artif. Intell. Tools 11 (2) (2002)
Arnulfo P. Azcarraga, Teddy N. Yap Jr.
Comparing Keyword Extraction Techniques for WEBSOM Text Archives. ICTAI (2001)
Rudy Setiono, Arnulfo P. Azcarraga
An Effective Method for Generating Multiple Linear Regression Rules from Artificial Neural Networks. ICTAI (2001)
Arnulfo P. Azcarraga, Teddy N. Yap Jr.
SOM-Based Methodology for Building Large Text Archives. DASFAA (2001)
Arnulfo P. Azcarraga, Teddy N. Yap Jr.
Extracting Meaningful Labels for WEBSOM Text Archives. CIKM (2001)
Arnulfo P. Azcarraga
Evaluating SOMs using order metrics. ESANN (2000)
Arnulfo P. Azcarraga
Assessing Self-Organization Using Order Metrics. IJCNN (6) (2000)
Arnulfo P. Azcarraga, Marlene Rose Lim
2D order of self-organizing Kristal maps. IJCNN (1999)
Arnulfo P. Azcarraga, Hélène Paugam-Moisy, Didier Puzenat
A Incremental Neural Classifier on a MIMD Parallel Computer. Applications in Parallel and Distributed Computing (1994)
Arnulfo P. Azcarraga, Bernard Amy
Kohonen Feature Maps: Toward Invariant Character Recognition. AIMSA (1990)