An ensemble machine learning approach for time series forecasting of COVID-19 cases RR Maaliw, MA Ballera, ZP Mabunga, AT Mahusay, DA Dejelo, MP Seño 2021 IEEE 12th Annual Information Technology, Electronics and Mobile …, 2021 | 24 | 2021 |
An enhanced segmentation and deep learning architecture for early diabetic retinopathy detection RR Maaliw, ZP Mabunga, MRD De Veluz, AS Alon, AC Lagman, ... 2023 IEEE 13th Annual Computing and Communication Workshop and Conference …, 2023 | 22 | 2023 |
Time-series forecasting of COVID-19 cases using stacked long short-term memory networks RR Maaliw, ZP Mabunga, FT Villa 2021 International Conference on Innovation and Intelligence for Informatics …, 2021 | 21 | 2021 |
Utilization of different wireless technologies’ rssi for indoor environment classification using support vector machine ZP Mabunga, JC dela Cruz, AC Samortin, RR Maaliw 2021 IEEE 12th Control and System Graduate Research Colloquium (ICSGRC), 233-237, 2021 | 11 | 2021 |
Greenhouse gas emissions and groundwater leachate leakage monitoring of sanitary landfill Z Mabunga, G Magwili 2019 IEEE 11th International Conference on Humanoid, Nanotechnology …, 2019 | 10 | 2019 |
Population estimation using Wi-Fi’s received signal strength indicator based on artificial neural network BAR Bermudez, CR Cruz, JD Ramos, ZP Mabunga, JCD Cruz, RRM Iii, ... 2022 6th International Conference on Electrical, Telecommunication and …, 2022 | 7 | 2022 |
Development of Sanitary Landfill's Groundwater Contamination Detection Model Based on Machine Learning Algorithms Z Mabunga, JD Cruz, G Magwili, A Samortin 2020 IEEE 12th International Conference on Humanoid, Nanotechnology …, 2020 | 5 | 2020 |
Golden Apple Snail" Kuhol" Eggs Detection Using MATLAB Image Processing BIA Carreon, CY Dequito, CJM Esmerna, ZP Mabunga, JCD Cruz, ... 2022 IEEE 14th International Conference on Humanoid, Nanotechnology …, 2022 | 4 | 2022 |
An optimized soil moisture prediction model for smart agriculture using Gaussian process regression ZP Mabunga, JCD Cruz 2022 IEEE 18th International Colloquium on Signal Processing & Applications …, 2022 | 3 | 2022 |
The optimization of a 5g inset-fed patch antenna using the machine learning algorithm surrogate model assisted differential evolution for antenna synthesis A Cordero-Samortin, JD Cruz, Z Mabunga 2021 IEEE 4th international conference on computer and communication …, 2021 | 2 | 2021 |
Development of Sanitary Landfill's Carbon Dioxide Concentration Models Using Machine Learning Algorithms Z Mabunga, JD Cruz, G Magwili, A Samortin 2020 IEEE 12th International Conference on Humanoid, Nanotechnology …, 2020 | 1 | 2020 |
The effect of various ultra high frequency radiation on the evolution of the staphylococcus aureus A Cordero-Samortin, JCD Cruz, R Garcia, Z Mabunga 2020 IEEE 12th International Conference on Humanoid, Nanotechnology …, 2020 | 1 | 2020 |
The Analysis of Staphylococcus aureus Bacteria after Exposure to Electromagnetic Radiation via Support Vector Machine A Cordero-Samortin, JCD Cruz, R Garcia, Z Mabunga 2020 IEEE 12th International Conference on Humanoid, Nanotechnology …, 2020 | 1 | 2020 |
Chronological wild geese optimization algorithm for cluster head selection and routing in wireless sensor network ZP Mabunga, JC Dela Cruz International Journal of Communication Systems, e5963, 0 | | |