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Doctor of Philosophy in Computer Science (CAR)
Master of Science in Computer Science (2009)
Master of Engineering Program major in Electronics and Communication Engineering (2005)
Bachelor of Science in Electronic and Communication Engineering (1995)

Background Research

Affiliations

School of Information Technology, Mapua University
Institute for Digital Learning, Mapua University

Courses Taught

Discrete Mathematics
Modeling and Simulation Theory
Algorithm and Complexity
Artificial Intelligence
Computer Organization and Architecture

Research Interests

Artificial Intelligence and Machine Learning
Natural Language Processing (NLP) & Sentiment Analysis
Medical Image Processing & Health Informatics
Computer Vision & Object Detection
Recommender Systems & Predictive Analytics

Detection of Personal Protective Equipment (PPE) Using Deep Learning Algorithm

Iccmb 2026 Proceedings of 2026 the 9th International Conference on Computers in Management and Business

2026-07-02

Machine Learning-Based Skin Lesion Classification with Feature Importance Analysis using SVM for Dermoscopy Images in the Philippines

Wsse 2025 2025 the 7th World Symposium on Software Engineering

2026-04-10

Solid Waste Detection with YOLOv9 Using Preprocessing Techniques and Experimental Evaluation, Improving Generalization to Real-World Data via a Data-Centric Preprocessing Pipeline

Wsse 2025 2025 the 7th World Symposium on Software Engineering

2026-04-10

Deep Sentiment Analysis on Online Learning Tweets Using CNN, LSTM

Wsse 2025 2025 the 7th World Symposium on Software Engineering

2026-04-10

Exploratory Analysis of Audio Features for Dominant Feature Identification: A Multimodal Machine Learning Evaluation of Song Popularity Prediction Using Deep Neural Networks, Clustering, and Regression Models

Wsse 2025 2025 the 7th World Symposium on Software Engineering

2026-04-10

Using Item Personality-Based Profiling in Music Recommender Systems

Wsse 2025 2025 the 7th World Symposium on Software Engineering

2026-04-10

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