Prospero C. Naval Jr.
Orcid: 0000-0001-7140-1707
According to our database1,
Prospero C. Naval Jr.
authored at least 48 papers
between 2004 and 2023.
Collaborative distances:
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Bibliography
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
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
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 forCOVID-19 Detection in CT Scan Imageswith Self-Attention GAN forDataAugmentation.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
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
Automated Detection of Helminth Eggs in Stool Samples Using Convolutional Neural Networks.
Proceedings of the 2020 IEEE Region 10 Conference, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020
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
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
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
Proceedings of the TENCON 2018, 2018
Proceedings of the Intelligent Systems and Applications, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
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
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
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
Proceedings of the Advances in Natural Computation, Second International Conference, 2006
2005
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