SMO-based System for identifying common lung conditions using histogram. - Ria Rodette G. de la Cruz; Trizia Roby-Ann C. Roque; John Daryl G. Rosas; Charles Vincent M. Vera Cruz; Macario O. Cordel II; Joel P. Ilao; Adrian Paul J. Rabe; J. Parungao Petronilo (ISMICT, 2013)

Fast Emulation of Self-organizing Maps for Large Datasets. - Macario O. Cordel II; Arnulfo P. Azcarraga (ANT/SEIT, 2015)

Self-organizing Maps as Feature Detectors for Supervised Neural Network Pattern Recognition. - Macario O. Cordel II; Arren Matthew C. Antioquia; Arnulfo P. Azcarraga (ICONIP (4), 2016)

Vsion: Vehicle Occlusion Handling for Traffic Monitoring. - Reneé Dominique M. Castillo; Mima Maiden B. Tejada; Macario O. Cordel II; Ann Franchesca B. Laguna; Joel P. Ilao (ICVIP, 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)

Crowd Estimation Using Region-Specific HOG With SVM. - Joel P. Ilao; Macario O. Cordel II (JCSSE, 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)

Modeling human attention by learning from large amount of emotional images. - Macario O. Cordel II (IEEE BigData, 2019)

Emotion-Aware Human Attention Prediction. - Macario O. Cordel II; Shaojing Fan; Zhiqi Shen 002; Mohan S. Kankanhalli (CVPR, 2019)

Characterizing the SOM Feature Detectors Under Various Input Conditions. - Macario O. Cordel II; Arnulfo P. Azcarraga (PAKDD (3), 2019)

Blind First-Order Perspective Distortion Correction Using Parallel Convolutional Neural Networks. - Neil Patrick Del Gallego; Joel P. Ilao; Macario O. Cordel II (Sensors, 2020)

Juris2vec: Building Word Embeddings from Philippine Jurisprudence. - Elmer C. Peramo; Charibeth Cheng; Macario O. Cordel II (ICAIIC, 2021)

Concealed Objects in a Scene: A Closer Look at the Localization Block of Object Detection Models. - Jinky G. Marcelo; Gian Marco I. Te; Macario O. Cordel II; Joel P. Ilao (ICTAI, 2021)

What Attracts People's Attention in Banner Advertisements? A Study on Banner Advertisements using a Human Attention Model. - Kendrick Mikhael F. Pua; Josh Darren W. Ang Ngo Ching; Gian Brennan B. Betonio; Macario O. Cordel II (M2VIP, 2021)

Design, Implementation, and Characterization of a Proper Face Mask Usage Classification Model. - Robin Jerome Reyes; Geosef Viktor Uy; Gabriel Nicolas Minamedez; Macario O. Cordel II (M2VIP, 2021)

Generating Empathetic Responses with a Pre-trained Conversational Model. - Jackylyn Beredo; Carlo Migel Bautista; Macario O. Cordel II; Ethel Ong 001 (TDS, 2021)

A new approach for training a physics-based dehazing network using synthetic images. - Neil Patrick Del Gallego; Joel Ilao; Macario O. Cordel II; Conrado R. Ruiz Jr. (Signal Process., 2022)

Development of a Computer Vision-Based Road Physical Feature Extraction. - Juliana Marie Agulto; Yeohan Lorenzo Noroña; Gian Carlo Gutierrez; Eric Benabaye; Geanne Franco; Ann Franchesca Laguna; Jocelynn Cu; Joel Ilao; Macario O. Cordel II (IEEE Big Data, 2023)

A Methodology for Exploring Experiences of Individuals with Tourette Syndrome in Oral and Silent Reading Assessments. - Aileen Bautista; Macario O. Cordel II; Cely Magpantay; Catherine Manuela L. Ramos (PACLIC, 2023)

HAHANet: Towards Accurate Image Classifiers with Less Parameters. - Arren Matthew C. Antioquia; Macario O. Cordel II (PSIVT, 2023)

Baybayin Character Instance Detection. - Adriel Isaiah V. Amoguis; Gian Joseph B. Madrid; Benito Miguel D. Flores IV; Macario O. Cordel II (CoRR, 2023)

Application for White Spot Syndrome Virus (WSSV) Monitoring using Edge Machine Learning. - Lorenzo S. Querol; Macario O. Cordel II; Dan Jeric Arcega Rustia; Mary Nia M. Santos (CoRR, 2023)

Exploring Student Emotion via Facial Expressions Using Transfer Learning. - Tita Herradura; Macario O. Cordel II; Merlin Teodosia C. Suarez (ICCE, 2024)

Training a shadow removal network using only 3D primitive occluders. - Neil Patrick Del Gallego; Joel Ilao; Macario O. Cordel II; Conrado R. Ruiz Jr. (Vis. Comput., 2025)