Publications
2021
Development of a Web-based Application for Optimal Allocation of COVID-19 Vaccine
John Frederick D. Tapia, Joshua Manzano, Ian Benedict Ona, and Unisse Chua
CET: Chemical Engineering Transactions
An Operations Research-Based Approach to the Allocation of COVID-19 Vaccines
Charlle L. Sya , Kathleen B. Avisob , John Frederick D. Tapiab , Ador R. Torneoc , Anthony S.F. Chiua and Raymond R. Tanb
CET: Chemical Engineering Transactions
Using Machine Learning Approaches to Explore Non-Cognitive Variables Influencing Reading Proficiency in English among Filipino Learners
Allan B. I. Bernardo, Macario O. Cordel II, Rochelle Irene G. Lucas, Jude Michael M. Teves, Sashmir A. Yap and Unisse C. Chua
Education Sciences
Juris2vec: Building Word Embeddings from Philippine Jurisprudence
Elmer Peramo, Charibeth Cheng and Macario Cordel II
IEEE
Vision-based Bicycle And Motorcycle Detection Using A {YOLO}-based Network
C J M Dequito, I J L Dichaves, R J G Juan, M Y K T Minaga, J P Ilao, M O Cordel II and N P A Del Gallego
IOP Publishing
Emotion-Aware Human Attention Prediction
Macario O. Cordel; Shaojing Fan; Zhiqi Shen; Mohan S. Kankanhalli
IEEE
Characterizing the SOM Feature Detectors under Various Input Conditions
Macario O. Cordel II, Arnulfo P. Azcarraga
Springer
Performance comparison of MVDR, MUSIC, and ESPRIT algorithms in signal classification
Macario O. Cordel and Elmer R. Magsino
Asian Research Publishing Network (ARPN)
Vision-based Detection and Localization of Camouflaged Fruits with Deep Neural Networks
Jinky G. Marcelo, Joel P. Ilao, and Macario O. Cordel II
Springer
From Access to Effective Use: Open Data Portals for Everyday Citizens
Unisse C. Chua, Kyle L. Santiago, Ian Benedict M. Ona, Romeo Manuel N. Peña, Geremiah Zachary S. Marasigan, Paolo Gabriel A. Delos Reyes & Briane Paul V. Samson
ACM
Modeling human attention by learning from large amount of emotional images
Macario O. Cordel II
IEEE
Investigating Visual Attention-based Traffic Accident Detection Model
Caitlienne Diane C. Juan, Jaira Rose A. Bat-og, Kimberly K. Wan, and Macario O. Cordel II
Philippine Journal of Science
2020
Blind First-Order Perspective Distortion Correction Using Parallel Convolutional Neural Networks
Neil Patrick Del Gallego, Joel Ilao, and Macario Cordel II
MDPI
Analysis of the co-authorship network of Filipino researchers in deep learning
Angelyn R. Lao, Unisse C. Chua & Briane Paul V. Samson
Philippine Science Letters