Marielet Guillermo

18 papers C 8Journal 4Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Semantic Segmentation of Paddy Rice From Sentinel-1 SAR Time Series: A Temporal Convolutional Network Approach.
IEEE Access
Robert Martin Santiago, Eduardo Jimmy P. Quilang, Argel A. Bandala, Mark Angelo Purio, Marielet Guillermo, Robert Kerwin C. Billones, Renann G. Baldovino, Edwin Sybingco
2024 C conf
Exploratory Data Analysis for Brain Stroke Prediction Using Multiple Regression Models.
TENCON
Elaine Mae Doctolero, Elyssa Kristine Espinosa, Juliana Joie Gianan, Marielet Guillermo, Claire Receli M. Reñosa, Arvin H. Fernando, Rhen Anjerome R. Bedruz
2024 J jnl
Geographic Information System-Based Framework for Sustainable Small and Medium-Sized Enterprise Logistics Operations.
ISPRS Int. J. Geo Inf.
Jonathan Agoo, Renz Joshua Lanuza, Jonathan Lee, Paul Anthony Rivera, Neil Oliver Velasco, Marielet Guillermo, Arvin H. Fernando
2024 C conf
High Speed Small Item Production Line Tracking Using Computer Vision and Cloud Computing.
TENCON
Marielet Guillermo, Arvin H. Fernando, Athena Rosz Ann Pascua, Neil Oliver Velasco, Kate Francisco
2024 C conf
Performance Evaluation of a 3D Printed Rainwater Energy Harvester for Household Application.
TENCON
Arvin H. Fernando, Ricardo Deonio, Carlo Dominic Dionisio, Juan Paolo Olegario, Ashia Nocum, Roberta Andrea Unson, Marielet Guillermo, Archie Maglaya
2024 C conf
Simulation and Analysis of a Rain-Powered Pelton Turbine.
TENCON
Arvin H. Fernando, Ricardo Deonio, Carlo Dominic Dionisio, Juan Paolo Olegario, Ashia Nocum, Roberta Andrea Unson, Marielet Guillermo, Archie Maglaya
2024 C conf
Symbiotic Insights Prediction on a Multi-Cooperative Modular Mobile Robot using Machine Learning.
TENCON
Arvin H. Fernando, Marielet Guillermo, Laurence A. Gan Lim, Argel A. Bandala
2023 J jnl
BivalveNet: A hybrid deep neural network for common cockle (
Ecol. Informatics
Ronnie S. Concepcion, Marielet Guillermo, Susanne E. Tanner, Vanessa F. Fonseca, Bernardo Duarte
2022 — conf
Face Recognition and Identification Using Successive Subspace Learning for Human Resource Utilization Assessment.
ICTC
Athena Rosz Ann Pascua, Maverick Rivera, Marielet Guillermo, Argel A. Bandala, Edwin Sybingco
2022 C conf
Graph Database-modelled Public Transportation Data for Geographic Insight Web Application.
SNPD
Marielet Guillermo, Maverick Rivera, Ronnie Concepcion II, Robert Kerwin C. Billones, Argel A. Bandala, Edwin Sybingco, Alexis M. Fillone, Elmer P. Dadios
2022 — conf
Graph Query Language (GQL)-structured Algorithms for Geospatial Intelligence on Public Transportation.
ICTC
Marielet Guillermo, Maverick Rivera, Ronnie S. Concepcion, Robert Kerwin C. Billones, Argel A. Bandala, Edwin Sybingco, Alexis M. Fillone, Elmer P. Dadios
2022 J jnl
Strategic Transit Route Recommendation Considering Multi-Trip Feature Desirability Using Logit Model with Optimal Travel Time Analysis.
J. Adv. Comput. Intell. Intell. Informatics
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
2021 C conf
Content-based Fashion Recommender System Using Unsupervised Learning.
TENCON
Marielet Guillermo, Jason L. Española, Robert Kerwin C. Billones, Ryan Rhay Vicerra, Argel A. Bandala, Edwin Sybingco, Elmer P. Dadios, Alexis M. Fillone
2020 — conf
Android Application for Chest X-ray Health Classification From a CNN Deep Learning TensorFlow Model.
LifeTech
Rogelio Ruzcko Tobias, Luigi Carlo M. de Jesus, Matt Ervin Mital, Sandy Lauguico, Marielet Guillermo, Edwin Sybingco, Argel A. Bandala, Elmer P. Dadios
2020 — conf
CNN-based Deep Learning Model for Chest X-ray Health Classification Using TensorFlow.
RIVF
Rogelio Ruzcko Tobias, Luigi Carlo M. de Jesus, Matt Ervin Mital, Sandy C. Lauguico, Marielet Guillermo, Edwin Sybingco, Argel A. Bandala, Elmer P. Dadios
2020 — conf
Detection and Classification of Public Security Threats in the Philippines Using Neural Networks.
LifeTech
Marielet Guillermo, Rogelio Ruzcko Tobias, Luigi Carlo M. de Jesus, Robert Kerwin C. Billones, Edwin Sybingco, Elmer P. Dadios, Alexis M. Fillone
2020 — conf
Faster R-CNN Model With Momentum Optimizer for RBC and WBC Variants Classification.
LifeTech
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
2020 C conf
Implementation of Automated Annotation through Mask RCNN Object Detection model in CVAT using AWS EC2 Instance.
TENCON
Marielet Guillermo, Robert Kerwin C. Billones, Argel A. Bandala, Ryan Rhay Vicerra, Edwin Sybingco, Elmer P. Dadios, Alexis M. Fillone