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Ferdinand F. Batayola

Observed names: Batayola, Ferdinand, Ferdinand B. Batayola, Ferdinand Batayola
ORCID: 0009-0008-0993-7736
Observed ORCID: 0009-0008-0993-7736
OpenAlex ID: A5082978015
Ergonomic road sign evaluation and multi-criteria sorting based on q -rung orthopair fuzzy information embedded in CRITIC and TOPSIS-Sort
2025 · Maria Gemel Palconit, Dyonne Bernadine Mirasol, et al. · Applied Artificial Intelligence · 8
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On Labeling Anomalous Load Data Using Time Series-to-Image Encoding and K-Means Clustering Method with Historical Ground Truth Evaluation
2023 · Jayson C. Jueco, Wynn Gaudette P. Navarro, et al. · IEEE International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM) · 8
Multichannel Image Encoding for Short Time-Series Feature Representation Applied to System Peak Demand Forecasting Model
2024 · Jayson C. Jueco, Jedidiah J. Cañamo, et al. · International Conference on Computational Modelling, Simulation and Optimization (ICCMSO) · 7
Establishing Second-life Application Suitability Classification Criteria for Retired Batteries using Autoencoder and K-Means Clustering
2024 · Marvin A. Radaza, Jayson C. Jueco, et al. · International Conference on Computational Modelling, Simulation and Optimization (ICCMSO) · 5
IoT based automatic transfer switch with monitoring and control system
2022 · Wilen Melsedec O. Narvios, Spencer M. Unabia, et al. · AIP conference proceedings · 5
Smart aquaponics system for a small-scale farmer for highly urbanized settler
2022 · Wilen Melsedec O. Narvios, Christian Kyle N. Cesa, et al. · AIP conference proceedings · 5
The Grow Impact of Electrical Stimulation and Grow Lights on Lettuce Plant (Lactuca Sativa) in Hydroponics System
2023 · Ferdinand F. Batayola, Wilen Melsedec O. Narvios, et al. · IOP Conference Series Earth and Environmental Science · 4
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Towards Reserve Margin Correction via Outage Capacity Forecasting Using Gramian Angular Field and Long Short-Term Memory (LSTM)
2025 · Jayson C. Jueco, Angel Faith M. Panaguiton, et al. · Communications in computer and information science · 1
Fractal-Fuzzy Decision Framework for Feature Influence and Selection in Climate-Energy Models
2025 · Jayson C. Jueco, Jestoni P. Tan, et al. · International Conference on Computational Modelling, Simulation and Optimization (ICCMSO) · 1
Multivariate Peak Demand Forecasting Using Fractal-Fuzzy Feature Selection
2025 · Jestoni P. Tan, Jayson C. Jueco, et al. · International Conference on Computational Modelling, Simulation and Optimization (ICCMSO) · 1
Univariate Electricity Demand Transfer Forecasting Framework Under Data Scarce Scenario in Selected Visayas Subgrids
2024 · Jayson C. Jueco, Norman Digma Romulo, et al. · IEEE International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM) · 1
Application of Gramian Angular Field Images and Support Vector Machine for Computational Partial Discharge Event Detection in Transmission Lines
2024 · Wilen Melsedec O. Narvios, Lorenz Gerard P. Batusin, et al. · IEEE International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM) · 1
Application of Sparse Identification of Nonlinear Dynamics (SINDy) Towards Modeling and Prediction of Potential Induced Degradation (PID) Susceptibility of Photovoltaic Modules
2024 · Ferdinand F. Batayola, Jayson C. Jueco, et al. · International Conference on Computational Modelling, Simulation and Optimization (ICCMSO) · 1
Motorcycle system using face recognition for engine ignition
2022 · Wilen Melsedec O. Narvios, Archieryan C. Villegas, et al. · AIP conference proceedings · 1
Nonlinear System Identification, Controllability, Observability, and Stability Analysis of Buoy Drift Dynamics for Modeling the Drifting Behavior of Artisanal Fishing Boats
2025 · Jayson C. Jueco, Ferdinand F. Batayola, et al. · IEEE International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM)
Cyber-Physical Interoperability in Artificial Intelligence of Things for Intelligent Energy Systems
2025 · Rafran P. De Villa, Melvin Inajada, et al. · IEEE International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM)
An Evolutionary Input–Output Stable Matching Game Model for Cities and Municipalities Competitiveness Index (CMCI) in Cebu Tri-City
2025 · Jayson C. Jueco, Cheryl Ann C. Villamor, et al. · IEEE International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM)
Sparse Nonlinear Discrepancy Modeling of Active Power from IoT Sensor Data
2025 · Jayson C. Jueco, Ferdinand F. Batayola, et al. · IEEE International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM)
Generalized Genetic Algorithm-Optimized Frequency Stability Index with Deviation Metrics and Distribution Code Limits
2025 · Wilen Melsedec O. Narvios, Jayson C. Jueco, et al. · IEEE International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM)
Comparative Clustering Analysis of Cities and Municipalities Competitiveness Index (CMCI) Indicators Across Cebu, Lapu-Lapu, and Mandaue Cities Using K-Means and Hierarchical Methods
2025 · Ferdinand F. Batayola, Wilen Melsedec O. Narvios, et al. · IEEE International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM)
Quantifying Voltage Antifragility in Distribution Networks via Right-Tail Sensitivity Analysis
2025 · Jayson C. Jueco, Wilen Melsedec O. Narvios, et al. · IEEE International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM)
Overcoming Data Scarcity in Load Forecasting Using Time Series Transfer Learning
2025 · Jayson C. Jueco, Wilen Melsedec O. Narvios, et al. · IEEE Region 10 Conference (TENCON)
Customer-Centric Power Reliability Assessment of Selected Cebu Distribution Utilities via Real-Time Localized Intelligent Power Monitoring System
2025 · Wilen Melsedec O. Narvios, Jayson C. Jueco, et al. · IEEE Region 10 Conference (TENCON)
Comparative Analysis Between Time Series Feature Extraction with Sliding Window and Data Framing Method for Energy Forecasting Using Artificial Neural Network
2025 · Wilen Melsedec O. Narvios, Jayson C. Jueco, et al. · Communications in computer and information science
Renewable Energy Variability in the Philippines: Challenges, Opportunities, and Policy Implications for Electricity Market Pricing Models
2025 · Ferdinand F. Batayola, Jayson C. Jueco, et al. · International Conference on Computational Modelling, Simulation and Optimization (ICCMSO)
Works count: 30
Citation count: 48
H-index: 5
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