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Patrick D. Cerna

Wind Power Plant Site Selection using Integrated Machine Learning and Multiple-Criteria Decision Making Technique
2023 · Patrick D. Cerna, Ryan S. Evangelista, et al. · E3S Web of Conferences · 15
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IoT-Enabled Flood Monitoring and Early Warning Systems: A Systematic Review
2025 · Archolito V. Pahuriray, Patrick D. Cerna · International Journal of Computer Science and Mobile Computing · 12
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Prediction of Anti-Retroviral Drug Consumption for HIV Patient in Hospital Pharmacy using Data Mining Technique
2016 · Patrick D. Cerna, Thomas Jemal Abdulahi · International Journal of Information Technology and Computer Science · 7
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Towards the Development a Cost-effective Earthquake Monitoring System and Vibration Detector with SMS Notification Using IOT
2022 · Shaina Delia G. Tomaneng, Jubert Angelo P. Docdoc, et al. · International Journal of Engineering and Manufacturing · 6
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Machine Learning Biometric Attendance System using Fingerprint Fuzzy Vault Scheme Algorithm and Multi-Task Convolution Neural Network Face Recognition Algorithm
2018 · Patrick Cerna, Mary Charlemaine, et al. · International Journal of Computer Applications · 6
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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
An IOT-based Language Recognition System for Indigenous Languages using Integrated CNN and RNN
2023 · Patrick D. Cerna, Charisma S. Ututalum, et al. · International Conference on Smart Data Intelligence (ICSMDI) · 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
Smart Aquatic Knowledgebase and Artificial Intelligence for Yielding Advanced Navigation (SakAi-yan): Predicting Marine Biodiversity and Fishing Impact
2024 · Epifelward Niño O. Amora, Jose C. Agoylo, et al. · International Conference on Smart Electronics and Communication (ICOSEC) · 4
A Decision Support Predictive Model using Clustering Analysis for Incoming College Students
2024 · Glorybe E. Alegre, Rose Ann C. Balladares, et al. · International Conference on Image Processing and Capsule Networks (ICIPCN) · 4
Dynamic Analysis and Visualization of Network Traffic Patterns using Machine Learning and Seasonal Decomposition Techniques
2025 · Rosemarie Y. Saligue, Emannuel T. Saligue, et al. · International Conference on Soft Computing for Security Applications (ICSCSA) · 3
Enhancing Customer Identification and Marketing Strategies for SMEs Through Machine Learning: A Study of Predictive Models and Data-Driven Insights
2024 · Chester L. Cofino, Patrick D. Cerna · International Conference on Data Intelligence and Cognitive Informatics (ICDICI) · 3
Bisayan Dialect Short-time Fourier Transform Audio Recognition System using Convolutional and Recurrent Neural Network
2023 · Patrick D. Cerna, Rhodessa J. Cascaro, et al. · International Journal of Advanced Computer Science and Applications · 3
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Risk Assessment Predictive Modelling in Ethiopian Insurance Industry Using Data Mining
2019 · Sisay Wuyu, Patrick D. Cerna · 3
Cloud Library Framework for Ethiopian Public Higher Learning Institutions
2016 · Tilahun Shiferaw, Patrick D. Cerna · International Journal of Modern Education and Computer Science · 3
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Enhancing Infants Early Communication through Sign Language Recognition System using Raspberry Pi and Convolutional Neural Network
2023 · Patrick D. Cerna, Charisma S. Ututalum, et al. · International Conference on Electronics and Renewable Systems (ICEARS) · 2
Predicting the Seroprevalence of HBV, HCV, and HIV Based on National Blood of Addis Ababa Ethiopia Using Data Mining Technology
2017 · Haftom Gebregziabher, Million Meshasha, et al. · American Journal of Artificial Intelligence · 2
Assessment and Effectiveness Analysis of the Women Workers in Construction Projects in Debre Berhan and Addis Ababa, Ethiopia
2017 · Gene Macabodbod, Patrick D. Cerna, et al. · International Journal of Engineering · 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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From Prediction to Decision: An Explainable Machine Learning–Driven Framework for Precision Sugarcane Agriculture
2026 · Jefrey G. Alegia, Patrick D. Cerna · International Conference on AI Decision-Making and Management · 1
Development and Deployment of a Machine Learning-Based Threat Detection System to Enhance Cybersecurity at State University
2026 · Glorybe E. Alegre, Patrick D. Cerna · Lecture notes in networks and systems · 1
A data-driven model for student retention in a Philippine higher education institution
2025 · Bell S. Campanilla, Jonathan O. Etcuban, et al. · Review of Computer Engineering Research · 1
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SMARTGATE: IoT-RFID Intelligent Entry Logging Gate System with Parental Notification
2025 · Mary Lyn C. Mendoza, Anthony S. Malabanan, et al. · International Conference on Electronic Circuits and Signaling Technologies (ICECST) · 1
Developing Composite Metrics for Cybersecurity Incident Impact and Response using Feature Engineering and Predictive Modeling
2025 · Emannuel T. Saligue, Rosemarie Y. Saligue, et al. · International Conference on Soft Computing for Security Applications (ICSCSA) · 1
SME-ODA: A MACHINE LEARNING DRIVEN PLATFORM FOR DATA INTEGRATION AND ANALYSIS IN SMALL AND MEDIUM ENTERPRISES (SMEs)
2025 · Chester L. Cofino, Patrick D. Cerna · International Journal of Computer Science and Mobile Computing · 1
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Works count: 71
Citation count: 105
H-index: 5
I10-index: 2
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