RESEARCHER PROFILE
Prospero C. Naval
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University of the Philippines Diliman
Prospero C. Naval works in Advanced Neural Network Applications, Artificial Intelligence in Healthcare, Medical Image Segmentation Techniques, Human Pose and Action Recognition, Reinforcement Learning in Robotics. Recorded institutional associations include University of the Philippines Diliman.
94Publications
1,692Citations
16H-index
Inclusion identifies researchers whose recorded research contributions may inform their university’s understanding of its research community. It does not rank individual research quality or establish current employment.
Selected research works
Up to 100 highly cited works; DOI links open the original research. Counts reflect the collected record, not real-time citation totals.
An effective use of crowding distance in multiobjective particle swarm optimization
2005 · 623 citationsParameter estimation using Simulated Annealing for S-system models of biochemical networks
2006 · 160 citationsDemNet: A Convolutional Neural Network for the detection of Alzheimer's Disease and Mild Cognitive Impairment
2016 · 132 citationsCascaded deep network systems with linked ensemble components for underwater fish detection in the wild
2019 · 85 citationsStock trading system based on the multi-objective particle swarm optimization of technical indicators on end-of-day market data
2010 · 74 citationsFish population estimation and species classification from underwater video sequences using blob counting and shape analysis
2013 · 57 citationsClassification of heart sounds using discrete and continuous wavelet transform and random forests
2015 · 49 citationsAlphabet Sign Language Image Classification Using Deep Learning
2018 · 42 citationsA3C-GS: Adaptive Moment Gradient Sharing With Locks for Asynchronous Actor–Critic Agents
2020 · 31 citationsMalaria Parasite Detection and Species Identification on Thin Blood Smears Using a Convolutional Neural Network
2017 · 31 citationsMalaria parasite detection and species identification on thin blood smears using a convolutional neural network
2017 · 29 citationsA Survey on Deep Learning Techniques for Video Anomaly Detection
2020 · 25 citationsWeakly-Labelled Semantic Segmentation of Fish Objects in Underwater Videos Using a Deep Residual Network
2017 · 23 citationsDesign of stock trading system for historical market data using multiobjective particle swarm optimization of technical indicators
2008 · 19 citationsCOViT-GAN: Vision Transformer forCOVID-19 Detection in CT Scan Imageswith Self-Attention GAN forDataAugmentation
2021 · 18 citationsESP: An expert system for poisoning diagnosis and management
2010 · 16 citationsTraining Neural Networks Using Multiobjective Particle Swarm Optimization
2006 · 15 citationsPredicting Protein-Protein Interactions based on Biological Information using Extreme Gradient Boosting
2019 · 15 citationsSimultaneous Localization and Segmentation of Fish Objects Using Multi-task CNN and Dense CRF
2019 · 13 citationsBehavioral Phenotyping for Autism Spectrum Disorder Biomarkers Using Computer Vision
2020 · 13 citationsAutomated Detection of Helminth Eggs in Stool Samples Using Convolutional Neural Networks
2020 · 12 citationsFilipino sign language recognition using manifold projection learning
2012 · 11 citationsLocally Adaptive Regression Kernels and Support Vector Machines for the Detection of Pneumonia in Chest X-Ray Images
2020 · 11 citationsAFAR: A Real-Time Vision-based Activity Monitoring and Fall Detection Framework using 1D Convolutional Neural Networks
2022 · 10 citationsCoral reef mosaicking using Teardrop and Fast Image Labeling
2012 · 9 citations