Prospero C. Naval Jr.

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 17

Top Topics

Convolutional Neural Network

Top Venues

Publications

Eujene Nikka V. Boquio, Prospero C. Naval Jr.
Beyond Canonical Fine-tuning: Leveraging Hybrid Multi-Layer Pooled Representations of BERT for Automated Essay Scoring. LREC/COLING (2024)
James-Andrew Sarmiento, Liushifeng Chen, Prospero C. Naval Jr.
Multi-class Semantic Segmentation of Tooth Pathologies and Anatomical Structures on Bitewing and Periapical Radiographs. MVA (2023)
Joy Nathalie M. Avelino, Edgardo P. Felizmenio Jr., Prospero C. Naval Jr.
Unraveling COVID-19 Misinformation with Latent Dirichlet Allocation and CatBoost. ICCCI (CCIS Volume) (2022)
Jessie James P. Suarez, Prospero C. Naval Jr.
A Survey on Deep Learning Techniques for Video Anomaly Detection. CoRR (2020)
Louise Gillian C. Bautista, Prospero C. Naval Jr.
CLRGaze: Contrastive Learning of Representations for Eye Movement Signals. CoRR (2020)
Louise Gillian C. Bautista, Prospero C. Naval Jr.
GazeMAE: General Representations of Eye Movements using a Micro-Macro Autoencoder. CoRR (2020)
John Paul Tan Yusiong, Prospero C. Naval Jr.
Multi-scale Autoencoders in Autoencoder for Semantic Image Segmentation. ACIIDS (1) (2019)
Alfonso B. Labao, Prospero C. Naval Jr.
Cascaded deep network systems with linked ensemble components for underwater fish detection in the wild. Ecol. Informatics 52 (2019)
Jose Lorenzo C. Capistrano, Jessie James P. Suarez, Prospero C. Naval Jr.
SALSA: Detection of Cybertrolls using Sentiment, Aggression, Lexical and Syntactic Analysis of Tweets. WIMS (2019)
Alfonso B. Labao, Prospero C. Naval Jr.
Simultaneous Localization and Segmentation of Fish Objects Using Multi-task CNN and Dense CRF. ACIIDS (1) (2019)
Alfonso B. Labao, Mark A. Clutario, Prospero C. Naval Jr.
Classification of Bird Sounds Using Codebook Features. ACIIDS (1) (2018)
Lea Katrina S. Cornelio, Mary Abigail V. del Castillo, Prospero C. Naval Jr.
U-ISLES: Ischemic Stroke Lesion Segmentation Using U-Net. IntelliSys (2) (2018)
Alfonso B. Labao, Carlo R. Raquel, Prospero C. Naval Jr.
Induced Exploration on Policy Gradients by Increasing Actor Entropy Using Advantage Target Regions. ICONIP (2) (2018)
Kristofer delas Peñas, Pilarita T. Rivera, Prospero C. Naval Jr.
Analysis of Convolutional Neural Networks and Shape Features for Detection and Identification of Malaria Parasites on Thin Blood Smears. ACIIDS (2) (2018)
Charmae B. Antonio, Louise Gillian C. Bautista, Alfonso B. Labao, Prospero C. Naval Jr.
Vertebra Fracture Classification from 3D CT Lumbar Spine Segmentation Masks Using a Convolutional Neural Network. ACIIDS (2) (2018)
Kristofer delas Peñas, Pilarita T. Rivera, Prospero C. Naval Jr.
Malaria Parasite Detection and Species Identification on Thin Blood Smears Using a Convolutional Neural Network. CHASE (2017)
Alfonso B. Labao, Prospero C. Naval Jr.
Weakly-Labelled Semantic Segmentation of Fish Objects in Underwater Videos Using a Deep Residual Network. ACIIDS (2) (2017)
Prospero C. Naval Jr., Maricor Soriano, Bianca Camille Esmero, Zorina Maika Abad
A Coral Mapping and Health Assessment System Based on Texture Analysis. ACIIDS (1) (2014)
Antonio C. Briza, Prospero C. Naval Jr.
Stock trading system based on the multi-objective particle swarm optimization of technical indicators on end-of-day market data. Appl. Soft Comput. 11 (1) (2011)
Antonio C. Briza, Prospero C. Naval Jr.
Design of stock trading system for historical market data using multiobjective particle swarm optimization of technical indicators. GECCO (Companion) (2008)
Prospero C. Naval Jr., John Paul Tan Yusiong
An Evolutionary Multi-objective Neural Network Optimizer with Bias-Based Pruning Heuristic. ISNN (3) (2007)
Orland R. Gonzalez, Christoph Küper, Kirsten Jung, Prospero C. Naval Jr., Eduardo Mendoza
Parameter estimation using Simulated Annealing for S-system models of biochemical networks. Bioinform. 23 (4) (2007)
John Paul Tan Yusiong, Prospero C. Naval Jr.
Training Neural Networks Using Multiobjective Particle Swarm Optimization. ICNC (1) (2006)
Carlo R. Raquel, Prospero C. Naval Jr.
An effective use of crowding distance in multiobjective particle swarm optimization. GECCO (2005)
Prospero C. Naval Jr., Riza Theresa B. Batista, Hazel Jean M. Mercado, Usman P. Moti Jr.
FROG: Face Recognition via Multimedia Messaging. CCCT (1) (2004)
Emmanuel P. Nepomuceno, Patricia Palea G. Orjalo, Prospero C. Naval Jr.
HUNI: Music Retrieval by Humming using Autocorrelation, Viterbi Algorithm and Approximate String Matching. CCCT (2) (2004)