Prospero C. Naval Jr.

Orcid: 0000-0001-7140-1707

According to our database1, Prospero C. Naval Jr. authored at least 53 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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On csauthors.net:

Bibliography

2024
Myocardial Infarction Detection Using Video Frame Key-point and Gradient Matching.
Proceedings of the International Joint Conference on Neural Networks, 2024

Beyond Canonical Fine-tuning: Leveraging Hybrid Multi-Layer Pooled Representations of BERT for Automated Essay Scoring.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Philippine Lime (Calamansi) Disease Detection and Classification Using YOLOv8 Model.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2024

Phishing Detection Using Ensemble of Classifiers.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2024

Leveraging Large Image-Caption Datasets for Multimodal Taxon Classification.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2024

2023
Multi-class Semantic Segmentation of Tooth Pathologies and Anatomical Structures on Bitewing and Periapical Radiographs.
Proceedings of the 18th International Conference on Machine Vision and Applications, 2023

2022
Towards a Feasible Hand Gesture Recognition System as Sterile Non-contact Interface in the Operating Room with 3D Convolutional Neural Network.
Informatica (Slovenia), 2022

Dynamic Model-Agnostic Meta-Learning for Incremental Few-Shot Learning.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

AFAR: A Real-Time Vision-based Activity Monitoring and Fall Detection Framework using 1D Convolutional Neural Networks.
Proceedings of the ICMLC 2022: 14th International Conference on Machine Learning and Computing, Guangzhou, China, February 18, 2022

Unraveling COVID-19 Misinformation with Latent Dirichlet Allocation and CatBoost.
Proceedings of the Advances in Computational Collective Intelligence, 2022

Two-View Left Ventricular Segmentation and Ejection Fraction Estimation in 2D Echocardiograms.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

FASENet: A Two-Stream Fall Detection and Activity Monitoring Model Using Pose Keypoints and Squeeze-and-Excitation Networks.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

Multispectral-Based Imaging and Machine Learning for Noninvasive Blood Loss Estimation.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
A3C-GS: Adaptive Moment Gradient Sharing With Locks for Asynchronous Actor-Critic Agents.
IEEE Trans. Neural Networks Learn. Syst., 2021

COViT-GAN: Vision Transformer for COVID-19 Detection in CT Scan Images with Self-Attention GAN for Data Augmentation.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

CLRGaze: Contrastive Learning of Representations for Eye Movement Signals.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
A Semi-Supervised Approach to Monocular Depth Estimation, Depth Refinement, and Semantic Segmentation of Driving Scenes using a Siamese Triple Decoder Architecture.
Informatica (Slovenia), 2020

A Survey on Deep Learning Techniques for Video Anomaly Detection.
CoRR, 2020

Automated Detection of Helminth Eggs in Stool Samples Using Convolutional Neural Networks.
Proceedings of the 2020 IEEE Region 10 Conference, 2020

SynDHN: Multi-Object Fish Tracker Trained on Synthetic Underwater Videos.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

GazeMAE: General Representations of Eye Movements using a Micro-Macro Autoencoder.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Towards Learning to Read Like Humans.
Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

PRTNets: Cold-Start Recommendations Using Pairwise Ranking and Transfer Networks.
Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

Locally Adaptive Regression Kernels and Support Vector Machines for the Detection of Pneumonia in Chest X-Ray Images.
Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019
Cascaded deep network systems with linked ensemble components for underwater fish detection in the wild.
Ecol. Informatics, 2019

SALSA: Detection of Cybertrolls using Sentiment, Aggression, Lexical and Syntactic Analysis of Tweets.
Proceedings of the 9th International Conference on Web Intelligence, Mining and Semantics, 2019

AsiANet: Autoencoders in Autoencoder for Unsupervised Monocular Depth Estimation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

How Deep is Your Law? Predicting Associations Between Cases in Philippine Jurisprudence.
Proceedings of the TENCON 2019, 2019

Predicting Protein-Protein Interactions based on Biological Information using Extreme Gradient Boosting.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2019

Multi-scale Autoencoders in Autoencoder for Semantic Image Segmentation.
Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 2019

Simultaneous Localization and Segmentation of Fish Objects Using Multi-task CNN and Dense CRF.
Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 2019

2018
Alphabet Sign Language Image Classification Using Deep Learning.
Proceedings of the TENCON 2018, 2018

U-ISLES: Ischemic Stroke Lesion Segmentation Using U-Net.
Proceedings of the Intelligent Systems and Applications, 2018

AC2: A Policy Gradient Actor with Primary and Secondary Critics.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Stabilizing Actor Policies by Approximating Advantage Distributions from K Critics.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Induced Exploration on Policy Gradients by Increasing Actor Entropy Using Advantage Target Regions.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Analysis of Convolutional Neural Networks and Shape Features for Detection and Identification of Malaria Parasites on Thin Blood Smears.
Proceedings of the Intelligent Information and Database Systems - 10th Asian Conference, 2018

Classification of Bird Sounds Using Codebook Features.
Proceedings of the Intelligent Information and Database Systems - 10th Asian Conference, 2018

Vertebra Fracture Classification from 3D CT Lumbar Spine Segmentation Masks Using a Convolutional Neural Network.
Proceedings of the Intelligent Information and Database Systems - 10th Asian Conference, 2018

2017
Malaria Parasite Detection and Species Identification on Thin Blood Smears Using a Convolutional Neural Network.
Proceedings of the Second IEEE/ACM International Conference on Connected Health: Applications, 2017

Weakly-Labelled Semantic Segmentation of Fish Objects in Underwater Videos Using a Deep Residual Network.
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

2015
Classification of heart sounds using discrete and continuous wavelet transform and random forests.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014
A Coral Mapping and Health Assessment System Based on Texture Analysis.
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

2011
Stock trading system based on the multi-objective particle swarm optimization of technical indicators on end-of-day market data.
Appl. Soft Comput., 2011

2010
Parameter estimation with term-wise decomposition in biochemical network GMA models by hybrid regularized Least Squares-Particle Swarm Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Automated essay content analysis based on Concept Indexing with Fuzzy C-means clustering.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2010

2008
Design of stock trading system for historical market data using multiobjective particle swarm optimization of technical indicators.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007
Parameter estimation using Simulated Annealing for S-system models of biochemical networks.
Bioinform., 2007

An Evolutionary Multi-objective Neural Network Optimizer with Bias-Based Pruning Heuristic.
Proceedings of the Advances in Neural Networks, 2007

2006
Training Neural Networks Using Multiobjective Particle Swarm Optimization.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

2005
An effective use of crowding distance in multiobjective particle swarm optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

2004
HUNI: Music Retrieval by Humming using Autocorrelation, Viterbi Algorithm and Approximate String Matching.
Proceedings of the 2nd International Conference Computing, 2004

FROG: Face Recognition via Multimedia Messaging.
Proceedings of the 2nd International Conference Computing, 2004


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