Get started
Author

Lysa V. Comia

Institution: Mapúa University
OpenAlex ID: A5094235991
Performance Analysis of Original Implementation of ResNet50-Mask-RCNN using Transfer Learning: A Benchmark Data for Backbone-Improved Based Future Comparative Studies
2024 · Lysa V. Comia, Enrique D. Festijo · 19
Chatbot for Student Descipline Handbook-Related Queries: A RAG-Based LLM Using Llama-3 Approach
2025 · Lysa V. Comia · International Conference on Web Research (ICWR) · 16
Attention Mechanism-Based Dense Upsampling of Transfer Learning Mask RCNN for Improved Object Segmentation
2024 · Lysa V. Comia, Enrique D. Festijo · IEEE International Conference on Cybernetics and Innovations (ICCI) · 16
Fish Image Instance Segmentation Using the Separation of the Mask Produced for Fish Size Measurement
2025 · Lysa V. Comia · 14
Transfer Learning-Based Multi-Class Pest Detection using a Real-Time Object Detection Framework with Control-Oriented Grouping for Smart Agriculture
2026 · Artryan Nero A. Logarta, Lysa V. Comia · International Conference on Image Processing and Capsule Networks (ICIPCN) · 12
A One-Stage CNN Object Detection Framework for Automated Classification of Otoscopic Ear Diseases
2026 · Karen Althea Aquino, Philip Reginson F. Chavez, et al. · International Conference on Image Processing and Capsule Networks (ICIPCN) · 11
Intelligent Recognition of Emergency Vehicles in Congested Traffic using Computer Vision
2026 · Kyle Philip M. Ballesteros, Charles Matthew L. Dela Cruz, et al. · International Conference on Image Processing and Capsule Networks (ICIPCN) · 10
Clinically Oriented Deep Learning Framework for Multi-Class Kidney Abnormality Instance Segmentation in CT Images
2026 · Yñikko Arzee Neo D. Aguas, Rolando R. Magat, et al. · International Conference on Image Processing and Capsule Networks (ICIPCN) · 10
A Unified CNN-Based Instance Segmentation Architecture for Blood Cell Classification and Early Cancer Abnormality Recognition
2026 · Nathaniel H. Dumayas, Rhomwell Ace C. Merced, et al. · International Conference on Mobile Computing and Sustainable Informatics (ICMCSI) · 10
One-Stage Attention-Centric Instance Segmentation Framework for Gastrointestinal Disease Localization in Endoscopic Images
2026 · Francis Joseph G. Libres, Hanz Ian B. Silva, et al. · International Conference on Mobile Computing and Sustainable Informatics (ICMCSI) · 7
Computer Vision Intelligence for Medication Safety: Pill Instance Segmentation in Philippine Healthcare
2026 · Cheryll Eliza G. Kiwang, Justine Nicolo D. Dimagiba, et al. · International Conference on Mobile Computing and Sustainable Informatics (ICMCSI) · 7
Deep Transfer Learning–based Multi-Class Skin Lesion Recognition and Segmentation for Clinical Decision Support
2026 · Jamie G. Del Rosario, Ricardo T. Gayagoy, et al. · International Conference on AI-Driven Smart Systems and Ubiquitous Computing (ICAUC) · 3
Deep Computer Vision and Transfer Learning Approach for Multi-Class Mango Leaf Disease Detection and Segmentation
2026 · Aivann Paul O. Butial, John Matthew T. Pagdanganan, et al. · International Conference on AI-Driven Smart Systems and Ubiquitous Computing (ICAUC) · 3
Deep Learning Instance Segmentation–Driven Detection of Colonic Polyps in Pediatric Colonoscopy
2026 · Bryan Anthony S. Al Shidhani, Chesney Kayzle A. Bumakil, et al. · International Conference on Smart Futuristic Technology (SMARTTECH) · 3
A Deep Vision Segmentation Framework for Weld Defect Detection and Structural Integrity Analysis
2026 · Aaron Kent M. Celles, Lee Ryan A. Leviste, et al. · International Conference on Intelligent Sustainable Systems (ICISS) · 1
Computer Vision-Driven Automated Multi-Class Nail Disease Detection using Deep Instance Segmentation
2026 · Xabina Rein D. Teodoro, Leila Janine T. Villegas, et al. · International Conference on Intelligent Sustainable Systems (ICISS) · 1
PetNutriBot: A Retrieval-Augmented, Extractive Conversational Architecture for Grounded Veterinary Nutrition Question Answering
2026 · Nathaniel James C. Carrillo, Rafael Francisco V. Drilon, et al. · International Conference on Inventive Computing and Informatics (ICICI)
An Explainable Retrieval-Augmented Clinical Decision Support Chatbot for Mental Disorder Assessment Using DeepSeek R1 Distill-Llama-8B
2026 · Francis Joseph G. Libres, Hanz Ian B. Silva, et al. · IEEE International Colloquium on Signal Processing & Its Applications (CSPA)
A Closed-Corpus Hybrid Retrieval-Augmented Legal Assistant and Large Language Models for Lex9165 System
2026 · John Matthew T. Pagdanganan, Ricardo T. Gayagoy, et al. · IEEE International Colloquium on Signal Processing & Its Applications (CSPA)
An Empirical Evaluation of Open-Source LLMs for Philippine Labor Law Question Answering Using Retrieval-Augmented Generation
2026 · Cedric Isaiah D. Bautista, Alisandro N. Domingo, et al. · IEEE International Colloquium on Signal Processing & Its Applications (CSPA)
PharmRAG: Retrieval-Augmented Pharmaceutical Fact Extraction from the Philippine National Formulary Using Bilingual Clinical Queries
2026 · Maui Michelin V. Battung, Justine Nicolo D. Dimagiba, et al. · IEEE International Colloquium on Signal Processing & Its Applications (CSPA)
Open-Source LLMs for Evidence-Grounded Clinical Question Answering: A RAG Framework Based on the 2024 ESC Atrial Fibrillation Guidelines
2026 · Carl Emmanuel M. Macabales, Rolando R. Magat, et al. · IEEE International Colloquium on Signal Processing & Its Applications (CSPA)
Seamanual: A Retrieval-Augmented Question Answering System for the Navy Seaman Training Manual
2026 · Jherrie Nathaniel C. Millena, Xabina Rein Teodoro, et al. · IEEE International Colloquium on Signal Processing & Its Applications (CSPA)
A Handbook-Grounded Retrieval-Augmented Generation Chatbot for Family Planning: Comparative Evaluation of Qwen3-4B and Llama-3.1-8B
2026 · Keane Kurt A. Benito, Ralph Christian P. Corpuz, et al. · International Conference on Integrated Intelligence and Cognitive Engineering (ICIICE)
Structure-Aware Retrieval-Augmented Generation for Regulatory Compliance: A Chatbot for the DOLE OSHS Handbook
2026 · Neilsen Kurt M. Legado, Leander Jay A. Villar, et al. · International Conference on Integrated Intelligence and Cognitive Engineering (ICIICE)
Works count: 30
Citation count: 143
H-index: 9
I10-index: 9
Year
Topic
Type