| 2023 | HCI | TextureAda: Deep 3D Texture Transfer for Ideation in Product Design Conceptualization. | Rgee Wharlo Gallega, Arnulfo P. Azcarraga, Yasuyuki Sumi |
| 2021 | ICONIP | k-Winners-Take-All Ensemble Neural Network. | Abien Fred Agarap, Arnulfo P. Azcarraga |
| 2020 | ICIP | Super-Resolution by Image Enhancement Using Texture Transfer. | Jose Jaena Mari Ople, Daniel Stanley Tan, Arnulfo P. Azcarraga, Chao-Lung Yang, Kai-Lung Hua |
| 2020 | ICONIP | Generative Adversarial Networks for Improving Object Detection in Camouflaged Images. | Jinky G. Marcelo, Arnulfo P. Azcarraga |
| 2020 | IJCNN | Improving k-Means Clustering Performance with Disentangled Internal Representations. | Abien Fred Agarap, Arnulfo P. Azcarraga |
| 2020 | IJCNN | Poem Generation using Transformers and Doc2Vec Embeddings. | Marvin C. Santillan, Arnulfo P. Azcarraga |
| 2019 | ICIP | Single-Fusion Detector: Towards Faster Multi-Scale Object Detection. | Arren Matthew C. Antioquia, Daniel Stanley Tan, Arnulfo P. Azcarraga, Kai-Lung Hua |
| 2019 | ICIP | Layout and Context Understanding for Image Synthesis with Scene Graphs. | Arces Talavera, Daniel Stanley Tan, Arnulfo P. Azcarraga, Kai-Lung Hua |
| 2019 | PAKDD | Characterizing the SOM Feature Detectors Under Various Input Conditions. | Macario O. Cordel II, Arnulfo P. Azcarraga |
| 2018 | IJCNN | A Two-Stage Feature Selection Algorithm Based on Redundancy and Relevance. | Arren Matthew C. Antioquia, Arnulfo P. Azcarraga |
| 2018 | VCIP | ZipNet: ZFNet-level Accuracy with 48 Fewer Parameters. | Arren Matthew C. Antioquia, Daniel Stanley Tan, Arnulfo P. Azcarraga, Wen-Huang Cheng, Kai-Lung Hua |
| 2018 | VCIP | Interactive Style Transfer: Towards Styling User-Specified Object. | John Jethro Virtusio, Arces Talavera, Daniel Stanley Tan, Kai-Lung Hua, Arnulfo P. Azcarraga |
| 2016 | ICONIP | SOMphony: Visualizing Symphonies Using Self Organizing Maps. | Arnulfo P. Azcarraga, Fritz Kevin Flores |
| 2016 | ICONIP | Gender-Specific Classifiers in Phoneme Recognition and Academic Emotion Detection. | Arnulfo P. Azcarraga, Arces Talavera, Judith J. Azcarraga |
| 2016 | ICONIP | Self-organizing Maps as Feature Detectors for Supervised Neural Network Pattern Recognition. | Macario O. Cordel II, Arren Matthew C. Antioquia, Arnulfo P. Azcarraga |
| 2016 | IJCNN | Validating the stable clustering of songs in a structured 3D SOM. | Arnulfo P. Azcarraga, Arturo Caronongan, Rudy Setiono, Sean Manalili |
| 2015 | ANT | Fast Emulation of Self-organizing Maps for Large Datasets. | Macario O. Cordel II, Arnulfo P. Azcarraga |
| 2015 | ICCE | Selective Prediction of Student Emotions based on Unusually Strong EEG Signals. | Judith J. Azcarraga, Nelson Marcos, Arnulfo P. Azcarraga, Yoichi Hayashi |
| 2014 | IJCNN | Tagging documents using neural networks based on local word features. | Arnulfo P. Azcarraga, Paolo Tensuan, Rudy Setiono |
| 2014 | IJCNN | MofN rule extraction from neural networks trained with augmented discretized input. | Rudy Setiono, Arnulfo P. Azcarraga, Yoichi Hayashi |
| 2012 | IJCNN | Keyword extraction using backpropagation neural networks and rule extraction. | Arnulfo P. Azcarraga, Michael David Liu, Rudy Setiono |
| 2008 | CEC | Market research applications of artificial neural networks. | Arnulfo P. Azcarraga, Ming-Huei Hsieh, Rudy Setiono |
| 2008 | IJCNN | Enhancing SOM digital music archives using Scatter-Gather. | Arnulfo P. Azcarraga, Aldrich C. Caw |
| 2004 | IJCNN | Knowledge acquisition and revision via neural networks. | Arnulfo P. Azcarraga, Ming-Huei Hsieh, Shan-Ling Pan, Rudy Setiono |
| 2003 | ICIS | Visualizing Globalization: A Self-Organizing Maps Approach to Customer Profiling. | Arnulfo P. Azcarraga, Ming-Huei Hsieh, Rudy Setiono |
| 2003 | IJCNN | Generalized associative memory models for data fusion. | Teddy N. Yap Jr., Arnulfo P. Azcarraga |
| 2001 | CIKM | Extracting Meaningful Labels for WEBSOM Text Archives. | Arnulfo P. Azcarraga, Teddy N. Yap Jr. |
| 2001 | DASFAA | SOM-Based Methodology for Building Large Text Archives. | Arnulfo P. Azcarraga, Teddy N. Yap Jr. |
| 2001 | ICTAI | Comparing Keyword Extraction Techniques for WEBSOM Text Archives. | Arnulfo P. Azcarraga, Teddy N. Yap Jr. |
| 2001 | ICTAI | An Effective Method for Generating Multiple Linear Regression Rules from Artificial Neural Networks. | Rudy Setiono, Arnulfo P. Azcarraga |
| 2000 | ESANN | Evaluating SOMs using order metrics. | Arnulfo P. Azcarraga |
| 2000 | IJCNN | Assessing Self-Organization Using Order Metrics. | Arnulfo P. Azcarraga |
| 1999 | IJCNN | 2D order of self-organizing Kristal maps. | Arnulfo P. Azcarraga, Marlene Rose Lim |
| 1990 | AIMSA | Kohonen Feature Maps: Toward Invariant Character Recognition. | Arnulfo P. Azcarraga, Bernard Amy |