Detection and Classification of Public Security Threats in the Philippines Using Neural Networks. - Marielet Guillermo; Rogelio Ruzcko Tobias; Luigi Carlo M. de Jesus; Robert Kerwin C. Billones; Edwin Sybingco; Elmer P. Dadios; Alexis M. Fillone (LifeTech, 2020)

Android Application for Chest X-ray Health Classification From a CNN Deep Learning TensorFlow Model. - Rogelio Ruzcko Tobias; Luigi Carlo M. de Jesus; Matt Ervin Mital; Sandy Lauguico; Marielet Guillermo; Edwin Sybingco; Argel A. Bandala; Elmer P. Dadios (LifeTech, 2020)

Faster R-CNN Model With Momentum Optimizer for RBC and WBC Variants Classification. - Rogelio Ruzcko Tobias; Luigi Carlo M. de Jesus; Matt Ervin Mital; Sandy Lauguico; Marielet Guillermo; Ryan Rhay P. Vicerra; Argel A. Bandala; Elmer P. Dadios (LifeTech, 2020)

CNN-based Deep Learning Model for Chest X-ray Health Classification Using TensorFlow. - Rogelio Ruzcko Tobias; Luigi Carlo M. de Jesus; Matt Ervin Mital; Sandy C. Lauguico; Marielet Guillermo; Edwin Sybingco; Argel A. Bandala; Elmer P. Dadios (RIVF, 2020)

Implementation of Automated Annotation through Mask RCNN Object Detection model in CVAT using AWS EC2 Instance. - Marielet Guillermo; Robert Kerwin C. Billones; Argel A. Bandala; Ryan Rhay Vicerra; Edwin Sybingco; Elmer P. Dadios; Alexis M. Fillone (TENCON, 2020)

Content-based Fashion Recommender System Using Unsupervised Learning. - Marielet Guillermo; Jason L. Española; Robert Kerwin C. Billones; Ryan Rhay Vicerra; Argel A. Bandala; Edwin Sybingco; Elmer P. Dadios; Alexis M. Fillone (TENCON, 2021)

Graph Query Language (GQL)-structured Algorithms for Geospatial Intelligence on Public Transportation. - Marielet Guillermo; Maverick Rivera; Ronnie S. Concepcion; Robert Kerwin C. Billones; Argel A. Bandala; Edwin Sybingco; Alexis M. Fillone; Elmer P. Dadios (ICTC, 2022)

Face Recognition and Identification Using Successive Subspace Learning for Human Resource Utilization Assessment. - Athena Rosz Ann Pascua; Maverick Rivera; Marielet Guillermo; Argel A. Bandala; Edwin Sybingco (ICTC, 2022)

Graph Database-modelled Public Transportation Data for Geographic Insight Web Application. - Marielet Guillermo; Maverick Rivera; Ronnie Concepcion II; Robert Kerwin C. Billones; Argel A. Bandala; Edwin Sybingco; Alexis M. Fillone; Elmer P. Dadios (SNPD, 2022)

Strategic Transit Route Recommendation Considering Multi-Trip Feature Desirability Using Logit Model with Optimal Travel Time Analysis. - Marielet Guillermo; Maverick Rivera; Kervin Joshua C. Lucas; Ronnie S. Concepcion II; Argel A. Bandala; Robert Kerwin C. Billones; Edwin Sybingco; Alexis M. Fillone; Elmer P. Dadios (J. Adv. Comput. Intell. Intell. Informatics, 2022)

BivalveNet: A hybrid deep neural network for common cockle (Cerastoderma edule) geographical traceability based on shell image analysis. - Ronnie S. Concepcion; Marielet Guillermo; Susanne E. Tanner; Vanessa F. Fonseca; Bernardo Duarte (Ecol. Informatics, 2023)

Exploratory Data Analysis for Brain Stroke Prediction Using Multiple Regression Models. - Elaine Mae Doctolero; Elyssa Kristine Espinosa; Juliana Joie Gianan; Marielet Guillermo; Claire Receli M. Reñosa; Arvin H. Fernando; Rhen Anjerome R. Bedruz (TENCON, 2024)

Simulation and Analysis of a Rain-Powered Pelton Turbine. - Arvin H. Fernando; Ricardo Deonio; Carlo Dominic Dionisio; Juan Paolo Olegario; Ashia Nocum; Roberta Andrea Unson; Marielet Guillermo; Archie Maglaya (TENCON, 2024)

Performance Evaluation of a 3D Printed Rainwater Energy Harvester for Household Application. - Arvin Fernando; Ricardo Deonio; Carlo Dominic Dionisio; Juan Paolo Olegario; Ashia Nocum; Roberta Andrea Unson; Marielet Guillermo; Archie Maglaya (TENCON, 2024)

Symbiotic Insights Prediction on a Multi-Cooperative Modular Mobile Robot using Machine Learning. - Arvin H. Fernando; Marielet Guillermo; Laurence A. Gan Lim; Argel A. Bandala (TENCON, 2024)

High Speed Small Item Production Line Tracking Using Computer Vision and Cloud Computing. - Marielet Guillermo; Arvin H. Fernando; Athena Rosz Ann Pascua; Neil Oliver Velasco; Kate Francisco (TENCON, 2024)

Geographic Information System-Based Framework for Sustainable Small and Medium-Sized Enterprise Logistics Operations. - Jonathan Agoo; Renz Joshua Lanuza; Jonathan Lee; Paul Anthony Rivera; Neil Oliver Velasco; Marielet Guillermo; Arvin H. Fernando (ISPRS Int. J. Geo Inf., 2024)

Application of Fuzzy Logic for Robotic Arm Joint Control of an Explosive Ordnance Disposal Unit. - Arvin H. Fernando; Marielet A. Guillermo; Ronnie S. Concepcion II; Laurence A. Gan Lim; Edwin Sybingco; Argel A. Bandala; Ryan Rhay P. Vicerra; Elmer P. Dadios (J. Adv. Comput. Intell. Intell. Informatics, 2024)

Simulated vs Actual Application of Symbiotic Model on Six Wheel Modular Multi-Agent System for Linear Traversal Mission. - Arvin H. Fernando; Laurence A. Gan Lim; Argel A. Bandala; Ryan Rhay P. Vicerra; Elmer P. Dadios; Marielet A. Guillermo; Raouf N. Gorgui-Naguib (J. Adv. Comput. Intell. Intell. Informatics, 2024)

Fuzzy Logic-Controlled Gripper Force Feedback for Haptic Device. - Athena Rosz Ann R. Pascua; Dino Dominic F. Ligutan; Marielet A. Guillermo; Arvin H. Fernando; Edwin Sybingco; Argel A. Bandala; Ryan Rhay P. Vicerra; Elmer P. Dadios (J. Adv. Comput. Intell. Intell. Informatics, 2024)