Arnulfo P. Azcarraga

56 papers A 1B 19C 4Misc 1Journal 17Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Mixture of Experts with Soft Nearest Neighbor Loss: Resolving Expert Collapse via Representation Disentanglement. CoRR Abien Fred Agarap, Arnulfo P. Azcarraga
2024	J	`jnl`	k-Winners-Take-All Ensemble Neural Network. CoRR Abien Fred Agarap, Arnulfo P. Azcarraga
2023	—	`conf`	TextureAda: Deep 3D Texture Transfer for Ideation in Product Design Conceptualization. HCI (40) Rgee Wharlo Gallega, Arnulfo P. Azcarraga, Yasuyuki Sumi
2021	—	`conf`	k-Winners-Take-All Ensemble Neural Network. ICONIP (2) Abien Fred Agarap, Arnulfo P. Azcarraga
2020	—	`conf`	Generative Adversarial Networks for Improving Object Detection in Camouflaged Images. ICONIP (4) Jinky G. Marcelo, Arnulfo P. Azcarraga
2020	B	`conf`	Improving k-Means Clustering Performance with Disentangled Internal Representations. IJCNN Abien Fred Agarap, Arnulfo P. Azcarraga
2020	J	`jnl`	Improving k-Means Clustering Performance with Disentangled Internal Representations. CoRR Abien Fred Agarap, Arnulfo P. Azcarraga
2020	B	`conf`	Poem Generation using Transformers and Doc2Vec Embeddings. IJCNN Marvin C. Santillan, Arnulfo P. Azcarraga
2020	B	`conf`	Super-Resolution by Image Enhancement Using Texture Transfer. ICIP Jose Jaena Mari Ople, Daniel Stanley Tan, Arnulfo P. Azcarraga, Chao-Lung Yang, Kai-Lung Hua
2019	—	`conf`	Characterizing the SOM Feature Detectors Under Various Input Conditions. PAKDD (3) Macario O. Cordel II, Arnulfo P. Azcarraga
2019	J	`jnl`	Identity Concealment When Uploading Pictures of Patients in a Tele-Medicine System. Int. J. E Health Medical Commun. Judith Jumig Azcarraga, John Zachary Raduban, Ma. Christine Gendrano, Arnulfo P. Azcarraga
2019	B	`conf`	Layout and Context Understanding for Image Synthesis with Scene Graphs. ICIP Arces Talavera, Daniel Stanley Tan, Arnulfo P. Azcarraga, Kai-Lung Hua
2019	B	`conf`	Single-Fusion Detector: Towards Faster Multi-Scale Object Detection. ICIP Arren Matthew C. Antioquia, Daniel Stanley Tan, Arnulfo P. Azcarraga, Kai-Lung Hua
2018	J	`jnl`	A New Method for Emulating Self-Organizing Maps for Visualization of Datasets. Int. J. Comput. Intell. Appl. Macario O. Cordel II, Arnulfo P. Azcarraga
2018	B	`conf`	A Two-Stage Feature Selection Algorithm Based on Redundancy and Relevance. IJCNN Arren Matthew C. Antioquia, Arnulfo P. Azcarraga
2018	C	`conf`	Interactive Style Transfer: Towards Styling User-Specified Object. VCIP John Jethro Virtusio, Arces Talavera, Daniel Stanley Tan, Kai-Lung Hua, Arnulfo P. Azcarraga
2018	J	`jnl`	Neural network rule extraction for gaining insight into the characteristics of poverty. Neural Comput. Appl. Arnulfo P. Azcarraga, Rudy Setiono
2018	—	`conf`	Principal Agent Theory in the Examination of Technical Specifications used in Government Information Technology Procurement. PACIS Peter Laurence Valencia, Arnulfo P. Azcarraga
2018	C	`conf`	ZipNet: ZFNet-level Accuracy with 48× Fewer Parameters. VCIP Arren Matthew C. Antioquia, Daniel Stanley Tan, Arnulfo P. Azcarraga, Wen-Huang Cheng, Kai-Lung Hua
2017	J	`jnl`	Measuring the contribution of filter bank layer to performance of convolutional neural networks. Int. J. Knowl. Based Intell. Eng. Syst. Macario O. Cordel II, Arnulfo P. Azcarraga
2016	—	`conf`	Gender-Specific Classifiers in Phoneme Recognition and Academic Emotion Detection. ICONIP (4) Arnulfo P. Azcarraga, Arces Talavera, Judith J. Azcarraga
2016	J	`jnl`	Neural network training and rule extraction with augmented discretized input. Neurocomputing Yoichi Hayashi, Rudy Setiono, Arnulfo P. Azcarraga
2016	—	`conf`	SOMphony: Visualizing Symphonies Using Self Organizing Maps. ICONIP (4) Arnulfo P. Azcarraga, Fritz Kevin Flores
2016	—	`conf`	Self-organizing Maps as Feature Detectors for Supervised Neural Network Pattern Recognition. ICONIP (4) Macario O. Cordel II, Arren Matthew C. Antioquia, Arnulfo P. Azcarraga
2016	B	`conf`	Validating the stable clustering of songs in a structured 3D SOM. IJCNN Arnulfo P. Azcarraga, Arturo Caronongan, Rudy Setiono, Sean Manalili
2015	—	`conf`	Fast Emulation of Self-organizing Maps for Large Datasets. ANT/SEIT Macario O. Cordel II, Arnulfo P. Azcarraga
2015	C	`conf`	Selective Prediction of Student Emotions based on Unusually Strong EEG Signals. ICCE Judith J. Azcarraga, Nelson Marcos, Arnulfo P. Azcarraga, Yoichi Hayashi
2015	J	`jnl`	Using Sample Selection to Improve Accuracy and Simplicity of Rules Extracted from Neural Networks for Credit Scoring Applications. Int. J. Comput. Intell. Appl. Rudy Setiono, Arnulfo P. Azcarraga, Yoichi Hayashi
2014	B	`conf`	MofN rule extraction from neural networks trained with augmented discretized input. IJCNN Rudy Setiono, Arnulfo P. Azcarraga, Yoichi Hayashi
2014	B	`conf`	Tagging documents using neural networks based on local word features. IJCNN Arnulfo P. Azcarraga, Paolo Tensuan, Rudy Setiono
2012	B	`conf`	Keyword extraction using backpropagation neural networks and rule extraction. IJCNN Arnulfo P. Azcarraga, Michael David Liu, Rudy Setiono
2011	—	`conf`	Design of a Structured 3D SOM as a Music Archive. WSOM Arnulfo P. Azcarraga, Sean Manalili
2008	B	`conf`	Enhancing SOM digital music archives using Scatter-Gather. IJCNN Arnulfo P. Azcarraga, Aldrich C. Caw
2008	—	`ch.`	Improved SOM Labeling Methodology for Data Mining Applications. Soft Computing for Knowledge Discovery and Data Mining Arnulfo P. Azcarraga, Ming-Huei Hsieh, Shan Ling Pan, Rudy Setiono
2008	B	`conf`	Market research applications of artificial neural networks. IEEE Congress on Evolutionary Computation Arnulfo P. Azcarraga, Ming-Huei Hsieh, Rudy Setiono
2006	J	`jnl`	Knowledge acquisition and revision using neural networks: an application to a cross-national study of brand image perception. J. Oper. Res. Soc. Rudy Setiono, Shan L. Pan, Ming-Huei Hsieh, Arnulfo P. Azcarraga
2005	J	`jnl`	Automatic knowledge extraction from survey data: learning J. Oper. Res. Soc. Rudy Setiono, Shan L. Pan, Ming-Huei Hsieh, Arnulfo P. Azcarraga
2005	J	`jnl`	Extracting salient dimensions for automatic SOM labeling. IEEE Trans. Syst. Man Cybern. Part C Arnulfo P. Azcarraga, Ming-Huei Hsieh, Shan L. Pan, Rudy Setiono
2005	J	`jnl`	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 Rudy Setiono, Shan L. Pan, Ming-Huei Hsieh, Arnulfo P. Azcarraga
2004	J	`jnl`	Evaluating Keyword Selection Methods for WEBSOM Text Archives. IEEE Trans. Knowl. Data Eng. Arnulfo P. Azcarraga, Teddy N. Yap Jr., Jonathan Tan, Tat-Seng Chua
2004	J	`jnl`	Generalized Associative Memory Models: Their Memory Capacities and Potential Application. J. Adv. Comput. Intell. Intell. Informatics Teddy N. Yap Jr., Arnulfo P. Azcarraga
2004	B	`conf`	Knowledge acquisition and revision via neural networks. IJCNN Arnulfo P. Azcarraga, Ming-Huei Hsieh, Shan-Ling Pan, Rudy Setiono
2003	B	`conf`	Generalized associative memory models for data fusion. IJCNN Teddy N. Yap Jr., Arnulfo P. Azcarraga
2003	C	`conf`	Visualizing Globalization: A Self-Organizing Maps Approach to Customer Profiling. ICIS Arnulfo P. Azcarraga, Ming-Huei Hsieh, Rudy Setiono
2002	J	`jnl`	Comparing Keyword Extraction Techniques for WEBSOM Text Archives. Int. J. Artif. Intell. Tools Arnulfo P. Azcarraga, Teddy N. Yap Jr., Tat-Seng Chua
2002	J	`jnl`	Generating Concise Sets of Linear Regression Rules from Artificial Neural Networks. Int. J. Artif. Intell. Tools Rudy Setiono, Arnulfo P. Azcarraga
2002	—	`conf`	Retrieving News Stories from a News Integration Archive. ICADL Arnulfo P. Azcarraga, Tat-Seng Chua, Jonathan Tan
2001	B	`conf`	An Effective Method for Generating Multiple Linear Regression Rules from Artificial Neural Networks. ICTAI Rudy Setiono, Arnulfo P. Azcarraga
2001	B	`conf`	Comparing Keyword Extraction Techniques for WEBSOM Text Archives. ICTAI Arnulfo P. Azcarraga, Teddy N. Yap Jr.
2001	A	`conf`	Extracting Meaningful Labels for WEBSOM Text Archives. CIKM Arnulfo P. Azcarraga, Teddy N. Yap Jr.
2001	B	`conf`	SOM-Based Methodology for Building Large Text Archives. DASFAA Arnulfo P. Azcarraga, Teddy N. Yap Jr.
2000	—	`conf`	Assessing Self-Organization Using Order Metrics. IJCNN (6) Arnulfo P. Azcarraga
2000	B	`conf`	Evaluating SOMs using order metrics. ESANN Arnulfo P. Azcarraga
1999	B	`conf`	2D order of self-organizing Kristal maps. IJCNN Arnulfo P. Azcarraga, Marlene Rose Lim
1994	—	`conf`	A Incremental Neural Classifier on a MIMD Parallel Computer. Applications in Parallel and Distributed Computing Arnulfo P. Azcarraga, Hélène Paugam-Moisy, Didier Puzenat
1990	Misc	`conf`	Kohonen Feature Maps: Toward Invariant Character Recognition. AIMSA Arnulfo P. Azcarraga, Bernard Amy