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Submissions from 2025

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Clinical Sudden Cardiac Death Risk Prediction: A Grid Search Support Vector Machine Multimodel Base on Ventricular Fibrillation Visualization Features, Chao Xin Xie, Liang Hung Wang, Yan Ting Yu, Lin Juan Ding, Tao Yang, I. Chun Kuo, Xin Kang Wang, Jie Gao, and Patricia Angela R. Abu

Submissions from 2024

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Understanding Adoption of Electronic Medical Records (EMRs) During a Health Emergency: An Analysis of EMR Usage Logs from Rural Health Facilities in the Philippines, Paulyn Jean Acacio-Claro, Ma. Regina Justina Estuar, Dennis Andrew R. Villamor, Maria Cristina G. Bautista, Christian E. Pulmano, and Quirino M. Sugon

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Navigating Philippine Streets: Implementing YOLOv8 with Ghost Convolutions for Traffic Sign Detection, Alec Angelo A. Aquino, Patricia Angela R. Abu, and Raphael Alampay

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Evaluation of a Blockchain-Based Prescription System and Data Source for National Research and Development, Sean Chan, Aedin Clay, Lance Tan, and Christian E. Pulmano

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Artificial Intelligence System Combining With Infrared Thermography and Visible Image for Abnormal Temperature Detection and Floor Material Identification, Tsung Yi Chen, Ya Yun Huang, Yu Chieh Chu, Shih Lun Chen, Xin Yu Chen, Pei Chen Wu, Wei Chen Tu, and Patricia Angela R. Abu

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An Edge Computing System with AMD Xilinx FPGA AI Customer Platform for Advanced Driver Assistance System, Tsun Kuang Chi, Tsung Yi Chen, Yu Chen Lin, Ting Lan Lin, Jun Ting Zhang, Cheng Lin Lu, Shih Lun Chen, Kuo Chen Li, and Patricia Angela R. Abu

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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

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Gender Differences in Achievement, Behavior, and STEM Interest Among Learners Using Minecraft, Maricel A. Esclamado and Ma. Mercedes T. Rodrigo

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A Streamlined Game Logic and Locomotion Authoring System for VR Escape Rooms, Gerick Jeremiah Niño N. Go; Jed Laszlo Jocson; and Eric Cesar Vidal, Jr.

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Ethical Education Data Mining Framework for Analyzing and Evaluating Large Language Model-Based Conversational Intelligent Tutoring Systems for Management and Entrepreneurship Courses, Joseph Benjamin R. Ilagan, Jose Ramon S. Ilagan, and Ma. Mercedes T. Rodrigo

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Exploratory Prompting of Large Language Models to Act as Co-Pilots for Augmenting Business Process Work in Document Classification, Jose Ramon Ilagan, Joseph Benjamin R. Ilagan, Claire Louisse Basallo, and Zachary Matthew Alabastro

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Zero-shot Cross-lingual POS Tagging for Filipino, Jimson Paulo Layacan, Isaiah Edri W. Flores, Katrina Bernice M. Tan, Ma. Regina Justina Estuar, Jann Railey E. Montalan, and Marlene M. De Leon

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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

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Auxiliary Diagnosis of Dental Calculus Based on Deep Learning and Image Enhancement by Bitewing Radiographs, Tai Jung Lin, Yen Ting Lin, Yuan Jin Lin, Ai Yun Tseng, Chien Yu Lin, Li Ting Lo, Tsung Yi Chen, Shih Lun Chen, Chiung An Chen, Kuo Chen Li, and Patricia Angela R. Abu

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Evaluation of the Alveolar Crest and Cemento-Enamel Junction in Periodontitis Using Object Detection on Periapical Radiographs, Tai Jung Lin, Yi Cheng Mao, Yuan Jin Lin, Chin Hao Liang, Yi Qing He, Yun Chen Hsu, Shih Lun Chen, Tsung Yi Chen, Chiung An Chen, Kuo Chen Li, and Patricia Angela R. Abu

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Detection of Osseous Metastasis from Bone Scintigrams Using a Combined Global and Local Patch-Based Deep Learning Model, Swailem Neil Angelo Lumba, Emmanuel Linus Evangelista, Kyla Sydney Martin, Raphael Alampay, and Patricia Angela R. Abu

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Effects of Cropping vs Resizing on the Performance of Brain Tumor Segmentation Models, Ma Sheila A. Magboo and Andrei D. Coronel

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MobileLookNet: A Lightweight Convolutional Neural Network for Detection of Osseous Metastasis Using Feature Fusion and Attention Strategies, Irish Danielle Morales, Carlo Joseph Echon, Angelico Ruiz Teaño, Raphael Alampay, and Patricia Angela R. Abu

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Parameterized Algorithm for the Poset Cover Problem, Ivy D. Ordanel, Proceso L. Fernandez, Richelle Ann B. Juayong, Jhoirene B. Clemente, and Henry N. Adorna

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A Comparative Study of High and Low Performing Students’ Visual Effort and Attention When Identifying Syntax Errors, Caren A. Pacol, Ma. Mercedes T. Rodrigo, and Christine Lourrine S. Tablatin

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Populations Digitally Excluded from Education: Issues, Factors, Contributions and Actions for Policy, Practice and Research in a Post-Pandemic Era, Don Passey, Jean Gabin Ntebutse, Manal Yazbak Abu Ahmad, Janet Cochrane, Simon Collin, Asmaa Ganayem, Elizabeth Langran, Sadaqat Mulla, Ma. Mercedes T. Rodrigo, Toshinori Saito, Miri Shonfeld, and Saunand Somasi

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Computer Science Education in the Philippines, Ma. Mercedes T. Rodrigo

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Is the AIED Conundrum a First-World Problem?, Ma. Mercedes T. Rodrigo

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Paper-Recorded ECG Digitization Method with Automatic Reference Voltage Selection for Telemonitoring and Diagnosis, Liang Hung Wang, Chao Xin Xie, Tao Yang, Hong Xin Tan, Ming Hui Fan, I. Chun Kuo, Zne Jung Lee, Tsung Yi Chen, Pao Cheng Huang, Shih Lun Chen, and Patricia Angela R. Abu

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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

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Precision Medicine for Apical Lesions and Peri-Endo Combined Lesions Based on Transfer Learning Using Periapical Radiographs, Pei Yi Wu, Yi Cheng Mao, Yuan Jin Lin, Xin Hua Li, Li Tzu Ku, Kuo Chen Li, Chiung An Chen, Tsung Yi Chen, Shih Lun Chen, Wei Chen Tu, and Patricia Angela R. Abu

Submissions from 2023

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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

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Unsettling Familiar Ways of Teaching and Learning: Challenges in Science Education during a Pandemic, Genejane Adarlo, Marlene M. De Leon, and Abigail Marie T. Favis

Situating Scientific Literacy within the Context of a Pandemic, Genejane M. Adarlo, Marlene M. De Leon, and Abigail Marie T. Favis

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Geospatial and Spatio-Temporal Models, Daniel Joseph Benito, Lean Franzl Yao, Joshua Uyheng, Elvira De Lara-Tuprio, Christian E. Pulmano, and Ma. Regina Justina Estuar

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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

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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

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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

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Quantifying Re-engagement in Minecraft, Jonathan D.L Casano, Mikael Fuentes, and Ma. Mercedes T. Rodrigo

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Designing an Adaptive, Player-Centric Game on Animation Principles, Butch Adrian Castro, Jed Laszlo Jocson, and Jesus Alvaro Pato

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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

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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

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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

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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

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Classifying Policy Issue Frame Bias in Philippine Online News, Jose Mari Luis M. Dela Cruz and Ma. Regina Justina Estuar

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YOLO-BAM: Integrating CBAM to the YOLOv3 Model for Pedestrian Detection in Images, Jason Eclarinal and Raphael Alampay

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Using UAV Image Histogram Kurtosis and Skewness to Automatically Differentiate Typhoon-Damaged Rice Field Regions from Undamaged Regions, Niño Eclarin and Proceso Fernandez

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Determining Linguistic Features of Hate Speech from 2016 Philippine Election-Related Tweets, Raphael Christen K. Enriquez and Ma. Regina Justina Estuar

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Characterizing Bias in Word Embeddings Towards Analyzing Gender Associations in Philippine Texts, Lance Calvin Gamboa and Ma. Regina Justina Estuar

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Evaluating Gender Bias in Pre-trained Filipino FastText Embeddings, Lance Calvin Gamboa and Ma. Regina Justina Estuar

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Non-invasive Diabetes Detection using Gabor Filter: A Comparative Analysis of Different Cameras, Christina Garcia, Patricia Angela R. Abu, and Rosula SJ Reyes

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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

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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

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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

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A Virtual Reality Object Interaction System with Complex Hand Interactions, Joan Dominique L. Lee; Dan Mark D. Restoles; and Eric Cesar Vidal, Jr.

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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

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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

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Editorial Acknowledgment, Agathe Merceron, Ryan Baker, Min Chi, Andrew M. Olney, Anna Rafferty, Ma. Mercedes T. Rodrigo, and Kalina Yacef

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Do the Same Rules Apply? Transferring MOOC Success Behaviors to University Online Learning, Clarence James Monterozo and Ma. Mercedes T. Rodrigo

Do the Same Rules Apply? Transferring MOOC Success Behaviors to University Online Learning, Clarence James Monterozo and Ma. Mercedes T. Rodrigo

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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

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Disease Surveillance Metrics and Statistics, Christian E. Pulmano, Elvira De Lara-Tuprio, Ma. Regina Justina Estuar, and Lenard Paulo V. Tamayo

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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

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Towards the Development of a Blockchain-based Decentralized Digital Credential System using Hyperledger Fabric for Participatory Governance, Christian Pulmano, Ma. Regina Justina Estuar, Marlene M. De Leon, Hans Calvin L. Tan, Nicole Allison S. Co, and Lenard Paulo V. Tamayo

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Benchmarking Disease Modeling Techniques on the Philippines’ COVID-19 Dataset, Christian Pulmano and Proceso L. Fernandez Jr

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Knowledge Distillation with Relative Representations for Image Representation Learning, Patrick Ramos, Raphael Alampay, and Patricia Angela R. Abu

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Exploring Text-Guided Synthetic Distribution Shifts for Robust Image Classification, Ryan Ramos, Raphael Alampay, and Patricia Angela R. Abu

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Is the AIED Conundrum a First-World Problem?, Ma. Mercedes T. Rodrigo

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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

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Measuring the Performance of An Object-Based Multi-Cloud Data Lake, Miguel Zenon Nicanor L. Saavedra and William Emmanuel S. Yu

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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

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Using Minecraft to Cultivate Student Interest in STEM, Christine Lourrine S. Tablatin, Jonathan D.L Casano, and Ma. Mercedes T. Rodrigo

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FASSSTER Data Pipeline and DevOps, Lenard Paulo V. Tamayo, Christian E. Pulmano, Romel John Santos, Jay-Arr Buhain, and Raven Ico

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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

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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

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Performance Characteristics of Selected Network Topology in a Software-Defined Networking QoS Testing Framework, Hyeong Seon Yoo and William Emmanuel S. Yu

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Studying Fake News Proliferation by Detecting Coordinated Inauthentic Behavior, William Emmanuel S. Yu

Submissions from 2022

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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

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Non-Parametric Stochastic Autoencoder Model for Anomaly Detection, Raphael B. Alampay and Patricia Angela R. Abu

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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

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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

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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

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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

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A Comparative Assessment of US and PH Learner Traversals and In-Game Observations within Minecraft, Jonathan D.L Casano and Ma. Mercedes T. Rodrigo

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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

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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

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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

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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

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Online Algorithms with Advice for the 𝒌-search Problem, Jhoirene B. Clemente, Henry N. Adorna, and Proceso L. Fernandez Jr

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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

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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

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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

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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

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Are All Who Wander Lost? An Exploratory Analysis of Learner Traversals of Minecraft Worlds, Maricel A. Esclamado and Ma. Mercedes T. Rodrigo

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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

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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

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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