Faculty Data Research
Patrick Cerna
Full-time Faculty (CCIS)
- ORCID ID: 0000-0002-2554-2098
- A&D Scientific Index: N/A
Educational Background
Bachelor's : BS CpE (UIC, 1999)
Master's : MIT (NDMU, 2007)
Doctorate : DIT (St. University PH, 2012)
Research Interests
ML
Digital Forensics
IT Frameworks
Publications
Cerna, P. D., Quijada, H. C., Ortaliz, M. J. E., & Saluna, K. C. H. (2025). Hybrid Reinforcement Learning-Based Hyper-Parameter Optimization with Yolov8 Indoor Fire Recognition. International Journal of Advanced Computer Science and Applications, 16(11). DOI: 10.14569/ijacsa.2025.01611104
Cerna et al. (2024). Determining the Colliding Vehicle in Traffic Accidents Using Hybrid Machine Learning Algorithm. IEEE i-COSTE
Dones et al. (2024). CluckTrack IoT System. IEEE ICOCO
Plus multiple works (OCR, AI, indigenous language recognition, multimodal systems, etc.) across IEEE and Scopus-indexed proceedings (2022–2025)
Research Awards and Achievements