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Author

Jimson A. Olaybar

Observed name: Jimson Olaybar
ORCID: 0009-0006-3276-1105
Observed ORCID: 0009-0006-3276-1105
OpenAlex ID: A5104939480
AI-Driven Real-Time Severity Prediction for Cyber Attacks using Machine Learning
2025 · Epifelward Niño O. Amora, Jose C. Agoylo, et al. · International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS) · 5
Smart Home Automation with IoT-driven IR Blasters: Enhancing Control of Legacy Appliances with Predictive Usage Pattern using Machine Learning
2024 · Emannuel T. Saligue, Rosemarie Y. Saligue, et al. · International Conference on Smart Electronics and Communication (ICOSEC) · 4
Analyzing the Impact of Screen Time on Child and Adolescent Behavior and Academic Performance using Machine Learning Models
2025 · Epifelward Niño O. Amora, Jose C. Agoylo, et al. · International Conference on Inventive Computing and Informatics (ICICI) · 2
Two-Stage Ensemble Machine Learning for Network Intrusion Detection
2026 · Jimson A. Olaybar, Patrick D. Cerna · International Journal of Engineering Trends and Technology · 1
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Leveraging IoT and Machine Learning to Optimize Public Transportation and Reduce Carbon Footprint
2025 · Jimson A. Olaybar, Jose C. Agoylo Jr. · International Journal of Environmental Sciences · 1
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A Data-Driven Data Mining Framework Predicting CGPA and Identify At-Risk Students
2025 · Malakit L. Ram, Jessa L. Arcina, et al. · International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) · 1
Fire Classification and Detection Using a CNN-YOLO Hybrid Model for Early Warning Systems
2025 · Florentino C. Gozo, Jannie Fleur V. Oraño, et al. · IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream) · 1
Sentiment Analysis of Youtube Comments on Wish 107.5 Videos Using Natural Language Processing (nlp)
2024 · Jimson A. Olaybar, Jilbert C. Bati-on, et al. · EPRA International Journal of Multidisciplinary Research (IJMR) · 1
YOLO12n-ACOD for Multi-Class Strawberry Ripeness Detection in Smart Agriculture
2026 · Malakit L. Ram, Jannie Fleur V. Oraño, et al. · International Conference on Smart Electronics and Communication (ICOSEC)
A FlutterFlow Prototype Mobile System Approach for Apple Leaf Disease Classification using a Hybrid Segmentation and Region-based CNN Detection
2026 · James Brian Flores, Charles Fonzy C. Varquez, et al. · International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)
Development of a Real-Time Flow-based Intrusion Detection and Security Management System using a Two-Stage Ensemble Model
2026 · Jimson A. Olaybar, Patrick D. Cerna · International Conference on Intelligent and Sustainable AI Systems (ICOSAAS)
From Spore to Score: Performance Analysis of Naive Bayes and K-Nearest Neighbors on the UCI Mushroom Classification Dataset
2026 · Melca M. Abogado, Gardenia B. Concillo, et al. · SAR Journal - Science and Research
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Comparative Evaluation of Hybrid and Ensemble Machine Learning Models for Air Quality Forecasting in Smart Cities
2026 · Jimson A. Olaybar, Lean Joy B. Serot, et al. · SAR Journal - Science and Research
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Integrating geographic information systems in teacher education to strengthen spatial literacy and disaster preparedness competence
2026 · Jose C. Agoylo Jr., Jimson A. Olaybar, et al. · NexusTech
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Smart Automation and AI Agents for Cross-Lingual Communication and Market Localization: A GIS-Based Approach to Entrepreneurial Growth and Innovation
2026 · Jimson A. Olaybar, Mary Ann C. Paulin, et al. · International Journal of Computer Applications
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Multi-Algorithm Classification of Teaching Effectiveness in Physical Education Using Motion Sensor and Engagement Data
2025 · Lean Joy B. Serot, Jose C. Agoylo Jr., et al. · SAR Journal - Science and Research
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Gradient-Boosted Machine Learning Models for Tree Volume Estimation Using Forest Health Indicators
2025 · Melca Abogado, Jose Jr. Agoylo, et al. · Insights in Computer Science
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EduForecast: A Comparative AI Model for Predicting Global Education Performance through XGBoost and Random Forest Intelligence
2025 · Jose Jr. Agoylo, Lykzelle Mae C. Padasas, et al. · Insights in Computer Science
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Performance Assessment of K-Nearest Neighbors and Naive Bayes Classifiers in Apple Quality Prediction for Data-Driven Agriculture
2025 · Lykzelle Mae Padasas, Jose Jr. Agoylo, et al. · Insights in Computer Science
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A Location-based Support Vector Regression Approach for Wet-Bulb Temperature Prediction
2025 · Epifelward Niño O. Amora, Jose C. Agoylo, et al. · International Conference on Smart Electronics and Communication (ICOSEC)
Optimized Random Forest Regression for Predictive Modeling of Environmental Correlation Metrics in Typhoon Data
2025 · Epifelward Niño O. Amora, Jose C. Agoylo, et al. · International Conference on Sustainable Computing and Smart Systems (ICSCSS)
Cybersecurity and IT Governance in ASEAN: A Data-Driven Evaluation Framework
2025 · Epifelward Niño O. Amora, Jose C. Agoylo, et al. · International Conference on Sustainable Computing and Data Communication Systems (ICSCDS)
Works count: 22
Citation count: 16
H-index: 2
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