Zoren P. Mabunga

An Enhanced Segmentation and Deep Learning Architecture for Early Diabetic Retinopathy Detection

Renato R. Maaliw, Zoren P. Mabunga, Maria Rossana D. de Veluz et al. · 2023 · 36 citations

Convolutional Neural Network, Enhanced Segmentation, Engineering +19

An Ensemble Machine Learning Approach For Time Series Forecasting of COVID-19 Cases

Renato R. Maaliw, Melvin A. Ballera, Zoren P. Mabunga et al. · 2021 IEEE 12th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) · 2021 · 20 citations

Forecasting Methodology, Engineering, Machine Learning +20

Time-Series Forecasting of COVID-19 Cases Using Stacked Long Short-Term Memory Networks

Renato R. Maaliw, Zoren P. Mabunga, Frederick T. Villa · 2021 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT) · 2021 · 12 citations

Forecasting Methodology, Engineering, Machine Learning +18

An Optimized Soil Moisture Prediction Model for Smart Agriculture Using Gaussian Process Regression

Zoren P. Mabunga, Jennifer C. Dela Cruz · 2022 · 11 citations

Greenhouse Gas Emissions and Groundwater Leachate Leakage Monitoring of Sanitary Landfill

Zoren P. Mabunga, Glenn V. Magwili · 2019 · 10 citations