Submissions from 2024
Sentiment Analysis of Code-Switched Filipino-English Product and Service Reviews Using Transformers-Based Large Language Models, Camilla Johnine Cosme and Marlene M. De Leon
Gender Differences in Achievement, Behavior, and STEM Interest Among Learners Using Minecraft, Maricel A. Esclamado and Ma. Mercedes T. Rodrigo
Detection of Tooth Position by YOLOv4 and Various Dental Problems Based on CNN With Bitewing Radiograph, Kuo Chen Li, Yi-Cheng Mao, Mu-Feng Lin, Yi-Qian Li, Chiung-An Chen, Tsung-Yi Chen, and Patricia Angela R. Abu
Parameterized Algorithm for the Poset Cover Problem, Ivy D. Ordanel, Proceso L. Fernandez, Richelle Ann B. Juayong, Jhoirene B. Clemente, and Henry N. Adorna
Is the AIED Conundrum a First-World Problem?, Ma. Mercedes T. Rodrigo
Feasibility and Validity of Using Deep Learning to Reconstruct 12-Lead ECG from Three‑Lead Signals, Liang Hung Wang, Yu Yi Zou, Chao Xin Xie, Tao Yang, and Patricia Angela R. Abu
Submissions from 2023
Physical Distancing and Mask Wearing Behavior Dataset Generator from CCTV Footages Using YOLOv8, Roland P. Abao, Ma. Regina Justina Estuar, and Patricia Angela R. Abu
Situating Scientific Literacy within the Context of a Pandemic, Genejane M. Adarlo, Marlene M. De Leon, and Abigail Marie T. Favis
Towards the Development of a Blockchain System for Philippine Government Processes for Enhanced Transparency and Verifiability, Karlo Angelo F. Cabugwang, Raphael Christen K. Enriquez, Bienvenido E. Villabroza, and Christian E. Pulmano
Towards the Development of a Blockchain System for Philippine Government Processes for Enhanced Transparency and Verifiability, Karlo Angelo F. Cabugwang, Raphael Christen K. Enriquez, Bienvenido E. Villabroza, and Christian E. Pulmano
Directions for the Design of an Adaptive In-Game Re-engagement Dashboard for Teachers Using WHIMC, Jonathan D.L Casano, Mikael Fuentes, and Clark Joshua Paguio
Quantifying Re-engagement in Minecraft, Jonathan D.L Casano, Mikael Fuentes, and Ma. Mercedes T. Rodrigo
Designing an Adaptive, Player-Centric Game on Animation Principles, Butch Adrian Castro, Jed Laszlo Jocson, and Jesus Alvaro Pato
Detection of Various Dental Conditions on Dental Panoramic Radiography Using Faster R-CNN, Shih Lun Chen, Tsung Yi Chen, Yi Cheng Mao, Szu Yin Lin, Ya Yun Huang, Chiung An Chen, Yuan Jin Lin, Mian Heng Chuang, and Patricia Angela R. Abu
VLSI Design Based on Block Truncation Coding for Real-Time Color Image Compression for IoT, Shih Lun Chen, He Sheng Chou, Shih Yao Ke, Chiung An Chen, Tsung Yi Chen, Mei Ling Chan, Patricia Angela R. Abu, Liang Hung Wang, and Kuo Chen Li
Improving Dental Implant Outcomes: CNN-Based System Accurately Measures Degree of Peri-Implantitis Damage on Periapical Film, Yi Chieh Chen, Ming Yi Chen, Tsung Yi Chen, Mei Ling Chan, Ya Yun Huang, Yu Lin Liu, Pei Ting Lee, Guan Jhih Lin, Tai Feng Li, Chiung An Chen, Shih Lun Chen, Kuo Chen Li, and Patricia Angela R. Abu
Design and Development of an Ontology Driven Search Engine for a Mobile Cloud Asynchronous Remote Learning Platform, Xander Mari Cruz, Jaime Luis E. Honrado, Andrei D. Coronel, Nathaniel Joseph C. Libatique, and Gregory L. Tangonan
Classifying Policy Issue Frame Bias in Philippine Online News, Jose Mari Luis M. Dela Cruz and Ma. Regina Justina Estuar
YOLO-BAM: Integrating CBAM to the YOLOv3 Model for Pedestrian Detection in Images, Jason Eclarinal and Raphael Alampay
Using UAV Image Histogram Kurtosis and Skewness to Automatically Differentiate Typhoon-Damaged Rice Field Regions from Undamaged Regions, Niño Eclarin and Proceso Fernandez
Determining Linguistic Features of Hate Speech from 2016 Philippine Election-Related Tweets, Raphael Christen K. Enriquez and Ma. Regina Justina Estuar
Characterizing Bias in Word Embeddings Towards Analyzing Gender Associations in Philippine Texts, Lance Calvin Gamboa and Ma. Regina Justina Estuar
Evaluating Gender Bias in Pre-trained Filipino FastText Embeddings, Lance Calvin Gamboa and Ma. Regina Justina Estuar
Development of a Microfluidic Chip System with Giant Magnetoresistance Sensor for High-Sensitivity Detection of Magnetic Nanoparticles in Biomedical Applications, Tzong Rong Ger, Pei Sheng Wu, Wei Jie Wang, Chiung An Chen, Patricia Angela R. Abu, and Shih Lun Chen
AquaFarm Ace: A Game on the Intensive Aquaculture Process of Oreochromis niloticus, Gerick Jeremiah Niño Go and Angela Nicole Yap
Student Confidence in Learning During the COVID-19 Pandemic: What Helped and What Hindered?, Neil Guppy, Uwe Matzat, Jenilyn Agapito, Audon Archibald, Amy De Jaeger, Tania Heap, Ma. Monica L. Moreno, Ma. Mercedes T. Rodrigo, and Silvia Bartolic
An Agent-Based Modeling and Simulation Tool as a Learning Aid for Diffusion of Innovations, Joseph Benjamin Ilagan, Jose Ramon Ilagan, and Maria Mercedes Rodrigo
Clinical Score Estimation for Determining Oro-Facial Dysfunction Severity, Trassandra Jewelle Ipapo, Charlize Del Rosario, Patricia Angela Abu, and Raphael Alampay
Oversampling Facial Motion Features Using the Variational Autoencoder to Estimate Oro-facial Dysfunction Severity, Trassandra Jewelle Ipapo, Charlize Del Rosario, Raphael Alampay, and Patricia Angela R. Abu
A Multimodal Virtual Reality Inventory System, Kenneth King L. Ko, Dan Mark D. Restoles, and Eric Cesar E. Vidal
Preparation for Future Lockdowns: A Comparison of Student LMS Activity during and after COVID-19, Ezekiel Adriel Lagmay and Ma. Mercedes T. Rodrigo
A Virtual Reality Object Interaction System with Complex Hand Interactions, Joan Dominique L. Lee; Dan Mark D. Restoles; and Eric Cesar Vidal, Jr.
Analysis of Batch Size in the Assessment of Bone Metastasis from Bone Scans in Various Convolutional Neural Networks, Vincent Peter C. Magboo and Patricia Angela R. Abu
Factors Affecting Sustainable Use of Minecraft-based Lessons, Dominique Marie Antoinette Manahan and Ma. Mercedes T. Rodrigo
Deep Learning for Dental Diagnosis: A Novel Approach to Furcation Involvement Detection on Periapical Radiographs, Yi Cheng Mao, Yen Cheng Huang, Tsung Yi Chen, Kuo Chen Li, Yuan Jin Lin, Yu Lin Liu, Hong Rong Yan, Yu Jie Yang, Chiung An Chen, Shih Lun Chen, Chun Wei Li, Mei Ling Chan, Yueh Chuo, and Patricia Angela R. Abu
Editorial Acknowledgment, Agathe Merceron, Ryan Baker, Min Chi, Andrew M. Olney, Anna Rafferty, Ma. Mercedes T. Rodrigo, and Kalina Yacef
Do the Same Rules Apply? Transferring MOOC Success Behaviors to University Online Learning, Clarence James Monterozo and Ma. Mercedes T. Rodrigo
Improving the Accuracy of the Neighborhood Median Pixels Method (NMPM) in Classifying Landsat 8 OLI Images by Investigating the Use of Different Neighborhood Sizes, Abigail S. Moreno, Christian V. Peñaflor, Abraham T. Magpantay, and Proceso L. Fernandez Jr
CREDERE: A Modular Blockchain Implementation for the Issuance, Sharing, and Verification of Digital Credentials, Christian E. Pulmano, Ma. Regina Justina Estuar, Marlene M. De Leon, Lenard Paulo V. Tamayo, Abraham T. Magpantay, Hans Calvin Lee Tan, and Nicole Allison Siy Co
Knowledge Distillation with Relative Representations for Image Representation Learning, Patrick Ramos, Raphael Alampay, and Patricia Angela R. Abu
Exploring Text-Guided Synthetic Distribution Shifts for Robust Image Classification, Ryan Ramos, Raphael Alampay, and Patricia Angela R. Abu
Is the AIED Conundrum a First-World Problem?, Ma. Mercedes T. Rodrigo
How Do Programming Students Read and Act upon Compiler Error Messages?, Ma. Mercedes T. Rodrigo and Christine Lourrine S. Tablatin
Relationship between Students' Minecraft Re-engagement Metrics and STEM Interest, Maria Mercedes Rodrigo, Jonathan D.L. Casano, and Mikael Fuentes
Measuring the Performance of An Object-Based Multi-Cloud Data Lake, Miguel Zenon Nicanor L. Saavedra and William Emmanuel S. Yu
CMD: Real-Time Compliant Mask Detection using Transfer Learning, Pamela Anne C. Serrano, Jhorcen P. Mendoza, Ivan George L. Tarun, Vidal Wyatt M. Lopez, and Patricia Angela R. Abu
Visual Attention Patterns in Processing Compiler Error Messages, Christine Lourrine Tablatin and Ma. Mercedes T. Rodrigo
Using Minecraft to Cultivate Student Interest in STEM, Christine Lourrine S. Tablatin, Jonathan D.L Casano, and Ma. Mercedes T. Rodrigo
Performance Evaluation of Face Mask Detection for Real-Time Implementation on an RPi, Ivan George L. Tarun, Vidal Wyatt M. Lopez, Pamela Anne C. Serrano, Patricia Angela R. Abu, Rosula Reyes, and Ma. Regina Justina Estuar
Cuffless Blood Pressure Estimation Using Dual Physiological Signal and Its Morphological Features, Liang Hung Wang, Kun Kun Sun, Chao Xin Xie, Ming Hui Fan, Patricia Angela R. Abu, and Pao Cheng Huang
Performance Characteristics of Selected Network Topology in a Software-Defined Networking QoS Testing Framework, Hyeong Seon Yoo and William Emmanuel S. Yu
Studying Fake News Proliferation by Detecting Coordinated Inauthentic Behavior, William Emmanuel S. Yu
Submissions from 2022
A Micro-analysis Approach in Understanding Electronic Medical Record Usage in Rural Communities: Comparison of Frequency of Use on Performance Before and During the COVID-19 Pandemic, Paulyn Jean Acacio-Claro, Ma. Regina Justina Estuar, Dennis Andrew Villamor, Maria Cristina G. Bautista, Quirino Sugon Jr, and Christian E. Pulmano
Non-Parametric Stochastic Autoencoder Model for Anomaly Detection, Raphael B. Alampay and Patricia Angela R. Abu
Lightweight Networks for COVID-19 Detection from Chest X-Ray Images inside a Low-Tier Android Device, Dave Jammin A. Bacad and Patricia Angela R. Abu
Student Vulnerabilities and Confidence in Learning in the Context of the COVID-19 Pandemic, Silvia K. Bartolic, Uwe Matzat, Joanna Tai, Jamie-Lee Burgess, David Boud, Hailey Craig, Audon Archibald, Amy De Jaeger, Regina Kaplan-Rakowski, and Jenilyn L. Agapito
The 2019 Philippine UHC Act, Pandemic Management and Implementation Implications in a Post-COVID-19 World: A Content Analysis, Maria Cristina G. Bautista, Paulyn Jean Acacio-Claro, Nori Benjamin Mendoza, Christian Pulmano, Ma. Regina Justina Estuar, Manuel Dayrit, Vincent Festin, Madeleine Valera, Quirino Sugon Jr, and Dennis Andrew Villamor
INF-Based Tracking and Characterization of Museum Visitor Paths and Behaviors Using Bluetooth Low Energy Beacons, Jonathan D.L Casano, Jenilyn L. Agapito, Abigail S. Moreno, and Ma. Mercedes T. Rodrigo
A Comparative Assessment of US and PH Learner Traversals and In-Game Observations within Minecraft, Jonathan D.L Casano and Ma. Mercedes T. Rodrigo
Missing Teeth and Restoration Detection Using Dental Panoramic Radiography Based on Transfer Learning With CNNs, Shih-Lun Chen, Tsung-Yi Chen, Yen-Cheng Huang, Chiung-An Chen, He-Sheng Chou, Ya-Yun Huang, Wei-Chi Lin, Tzu-Chien Li, Jia-Jun Yuan, and Patricia Angela R. Abu
Automated Detection System Based on Convolution Neural Networks for Retained Root, Endodontic Treated Teeth, and Implant Recognition on Dental Panoramic Images, Shih-Lun Chen, Tsung-Yi Chen, Yi-Cheng Mao, Szu-Yin Lin, Ya-Yun Huang, Chiung-An Chen, Yuan-Jin Lin, Yo-Ming Hsu, Chi-An Li, Wei-Yuan Chiang, Kai-Yi Wong, and Patricia Angela R. Abu
Efficient and Accurate CORDIC Pipelined Architecture Chip Design Based on Binomial Approximation for Biped Robot, Rih-Lung Chung, Yen Hsueh, Shih-Lun Chen, and Patricia Angela R. Abu
A High-Accuracy Detection System: Based on Transfer Learning for Apical Lesions on Periapical Radiograph, Yueh Chuo, Wen-Ming Lin, Tsung-Yi Chen, Mei-Ling Chan, Yu-Sung Chang, Yan-Ru Lin, Yuan-Jin Lin, Yu-Han Shao, Chiung-An Chen, and Patricia Angela R. Abu
Online Algorithms with Advice for the 𝒌-search Problem, Jhoirene B. Clemente, Henry N. Adorna, and Proceso L. Fernandez Jr
Development of Bilingual Sentiment and Emotion Text Classification Models from COVID-19 Vaccination Tweets in the Philippines, Nicole Allison S. Co, Ma. Regina Justina Estuar, Hans Calvin L. Tan, Austin Sebastien Tan, Roland P. Abao, and Jelly P. Aureus
Clinical Interactions in Electronic Medical Records Towards the Development of a Token-Economy Model, Nicole Allison S. Co, Jason Limcaco, Hans Calvin L. Tan, Ma. Regina Justina E. Estuar, Christian E. Pulmano, Dennis Andrew Villamor, Quirino Sugon Jr, Maria Cristina G. Bautista, and Paulyn Jean Acacio-Claro
Policy-Driven Mathematical Modeling for COVID-19 Pandemic Response in the Philippines, Elvira P. De Lara-Tuprio, Carlo Delfin S. Estadilla, Jay Michael R. Macalalag, Timothy Robin Y. Teng, Joshua Uyheng, Kennedy E. Espina, Christian E. Pulmano, Ma. Regina Justina E. Estuar, and Raymond Francis R. Sarmiento
Economic Losses From COVID-19 Cases in the Philippines: A Dynamic Model of Health and Economic Policy Trade-Offs, Elvira P. De Lara-Tuprio, Ma. Regina Justina E. Estuar, Joselito T. Sescon, Cymon Kayle Lubangco, Rolly Czar Joseph T. Castillo, Timothy Robin Y. Teng, Lenard Paulo V. Tamayo, Jay Michael R. Macalalag, and Gerome M. Vedeja
Are All Who Wander Lost? An Exploratory Analysis of Learner Traversals of Minecraft Worlds, Maricel A. Esclamado and Ma. Mercedes T. Rodrigo
Text Mining for Patterns and Associations on Functions, Relationships and Prioritization in Services Reflected in National Health Insurance Programs, Ma. Regina Justina Estuar, Maria Cristina G. Bautista, Christian Pulmano, Paulyn Jean Acacio-Claro, Quirino Sugon Jr, Dennis Andrew Villamor, and Madeleine Valera
Text Mining for Patterns and Associations on Functions, Relationships and Prioritization in Services Reflected in National Health Insurance Programs, Ma. Regina Justina Estuar, Maria Cristina G. Bautista, Christian Pulmano, Paulyn Jean Acacio-Claro, Quirino Sugon Jr, Dennis Andrew Villamor, and Madeleine Valera
Management of Health- and Disaster-Related Data, Ma. Regina Justina Estuar, Shoko Miyagawa, Christian Pulmano, John Noel C. Victorino, Sachiko Ohta, Hiroyuki Miyazaki, and Sakiko Kanbara
Parent–Adolescent Political Disagreement and Adolescent Political Development amid Duterte’s Presidency: A Positioning Analysis, Lance Calvin L. Gamboa, Athena May Jean M. Carangan, and Julia Izah S. Agida
Student confidence in learning during the COVID-19 pandemic: what helped and what hindered?, Neil Guppy, Uwe Matzat, Jenilyn L. Agapito, Audon Archibald, Amy De Jaeger, Tania Heap, Ma. Monica L. Moreno, Maria Mercedes T. Rodrigo, and Silvia K. Bartolic
The Impact of Extreme Weather on Student Online Learning Participation, Ezekiel Adriel D. Lagmay and Maria Mercedes T. Rodrigo
The Uses of a Dual-Band Corrugated Circularly Polarized Horn Antenna for 5G Systems, Chih-Kai Liu, Wei-Yuan Chiang, Pei-Zong Rao, Pei-Hsiu Hung, Shih-Hung Chen, Chiung-An Chen, Liang-Hung Wang, Patricia Angela R. Abu, and Shih-Lun Chen
Deep Neural Network for Diagnosis of Bone Metastasis, Vincent Peter C. Magboo and Patricia Angela R. Abu
Construction of a Repeatable Framework for Prostate Cancer Lesion Binary Semantic Segmentation using Convolutional Neural Networks, Ian Vincent O. Mirasol, Patricia Angela R. Abu, and Rosula SJ Reyes
Promoting Equity and Assuring Teaching and Learning Quality: Magisterial Lectures in a Philippine University during the COVID-19 Pandemic, Ma. Mercedes T. Rodrigo and Estelle Marie Macuja Ladrido
Service Contracting as a Policy Response for Public Transport Recovery During the Covid-19 Pandemic: A Preliminary Evaluation, Varsolo Sunio, Wilhansen Joseph Li, Joemier Pontawe, Albert Dizon, Joel Bienne Valderrama, and Agnes Robang
Identifying Code Reading Strategies in Debugging using STA with a Tolerance Algorithm, Christine Lourrine S. Tablatin and Ma. Mercedes T. Rodrigo
Development of a Text Classification Model to Detect Disinformation About COVID-19 in Social Media: Understanding the Features and Narratives of Disinformation in the Philippines, Hans Calvin L. Tan, Ma. Regina Justina Estuar, Nicole Allison S. Co, Austin Sebastien Tan, Roland P. Abao, and Jelly P. Aureus
Robust Face Mask Detection with Combined Frontal and Angled Viewed Faces, Ivan George Tarun, Vidal Wyatt M. Lopez, Patricia Angela R. Abu, and Ma. Regina Justina Estuar
Extending Smartphone-Based Hand Gesture Recognition for Augmented Reality Applications with Two-Finger-Pinch and Thumb-Orientation Gestures, Eric Cesar E. Vidal, Jr. and Ma. Mercedes T. Rodrigo
Predicting Pair Success in a Pair Programming Eye Tracking Experiment Using Cross-Recurrence Quantification Analysis, Maureen M. Villamor and Maria Mercedes T. Rodrigo
A Low-Power Passive UHF Tag With High-Precision Temperature Sensor for Human Body Application, Liang-Hung Wang, Zheng Pan, Hao Jiang, Hua-Ling Lai, Qi-Peng Ran, and Patricia Angela R. Abu
Three-Heartbeat Multilead ECG Recognition Method for Arrhythmia Classification, Liang-Hung Wang, Yan-Ting Yu, Wei Liu, Lu Xu, Chao-Xin Xie, Tao Yang, I-Chun Kuo, Xin-Kang Wang, Jie Gao, and Patricia Angela R. Abu
Building a QoS Testing Framework for Simulating Real-World Network Topologies in a Software-defined Networking Environment, Hyeong Seon Yoo and William Emmanuel S. Yu
Submissions from 2021
Emotion Analysis of Comments from vaccine-related YouTube Videos: Understanding the Public's Response to COVID-19 Vaccination, Roland P. Abao, Ma. Regina Justina E. Estuar, Anna Angeline M. Cataluña, Jelly P. Aureus, and Dorothy C. Mapua
Analysis of the Effects of Microscopy Techniques on the Performances of Convolutional Neural Network Architectures in Microscopic Fusarium Microconidia Detection, Erinn Giannice T. Abigan, Luis Gabriel A. Cajucom, Josh Daniel L. Ong, Patricia Angela R. Abu, and Ma. Regina Justina E. Estuar
Accurate and Efficient Mosquito Genus Classification Algorithm Using Candidate-Elimination and Nearest Centroid on Extracted Features of Wingbeat Acoustic Properties, Hernan S. Alar and Proceso L. Fernandez Jr
Classifying Mosquito Presence and Genera Using Median and Interquartile Values From 26-Filter Wingbeat Acoustic Properties, Hernan S. Alar and Proceso L. Fernandez Jr
Determining Linguistic Markers in Cognitive Distortions from COVID-19 Pandemic-Related Reddit Texts, Jelly P. Aureus, Ma. Regina Justina E. Estuar, Dorothy C. Mapua, Roland P. Abao, and Anna Angeline M. Cataluña
Detecting COVID-19 from Chest X-Ray Images using a Lightweight Deep Transfer Learning Model with Improved Contrast Enhancement Technique, Dave Jammin A. Bacad and Patricia Angela R. Abu
A Multi-Institutional Assessment of Changes in Higher Education Teaching and Learning in the Face of COVID-19, Silvia K. Bartolic, David Boud, Jenilyn L. Agapito, Dominique Verpoorten, Siobhan Williams, Louise Lutze-Mann, Uwe Matzat, Ma. Monica L. Moreno, Patsie Polly, Joanna Tai, Heidi L. Marsh, Lin Lin, Jamie-Lee Burgess, Senay Hatbu, Ma. Mercedes T. Rodrigo, Mary Roth, and Neil Guppy
Automated Detection and Cropping of Hyphae in Microscopic Images of Various Fungi, Luis Gabriel A. Cajucom, Erinn Giannice T. Abigan, Josh Daniel L. Ong, Patricia Angela R. Abu, and Ma. Regina Justina E. Estuar
Understanding COVID-19 Dynamics and the Effects of Interventions in the Philippines: A Mathematical Modelling Study, Jamie M. Caldwell, Elvira P. De Lara-Tuprio, Timothy Robin Y. Teng, Ma. Regina Justina E. Estuar, Raymond Francis R. Sarmiento, Milinda Abayawardana B. Eng, Robert Neil F. Leong, Richard T. Gray, James G. Wood, Linh-Vi Le, Emma S. McBryde, Romain Ragonnet, and James M. Trauer
Towards the Design of an Adaptive Presence Card and Trust Rating System for Online Classes, Jonathan D.L Casano and Jenilyn L. Agapito
Xiphias: Using a Multidimensional Approach towards Creating Meaningful Gamification-Based Badge Mechanics, Jonathan D.L Casano, Jenilyn L. Agapito, and Nicole Ann F. Tolosa
A High-Accuracy and Power-Efficient Self-Optimizing Wireless Water Level Monitoring IoT Device for Smart City, Tsun-Kuang Chi, Hsiao-Chi Chen, Shih-Lun Chen, and Patricia Angela R. Abu
