Prospero C. Naval

发表

Simultaneous Localization and Segmentation of Fish Objects Using Multi-task CNN and Dense CRF

Alfonso B. Labao, Prospero C. Naval, 2019, ACIIDS.

Stabilizing Actor Policies by Approximating Advantage Distributions from K Critics

Alfonso B. Labao, Prospero C. Naval, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Classification of Bird Sounds Using Codebook Features

Alfonso B. Labao, Prospero C. Naval, Mark A. Clutario, 2018, ACIIDS.

AC2: A Policy Gradient Actor with Primary and Secondary Critics

Alfonso B. Labao, Prospero C. Naval, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Locally Adaptive Regression Kernels and Support Vector Machines for the Detection of Pneumonia in Chest X-Ray Images

Prospero C. Naval, Ara Abigail E. Ambita, Eujene Nikka V. Boquio, 2020, ACIIDS.

Weakly-Labelled Semantic Segmentation of Fish Objects in Underwater Videos Using a Deep Residual Network

Alfonso B. Labao, Prospero C. Naval, 2017, ACIIDS.

PRTNets: Cold-Start Recommendations Using Pairwise Ranking and Transfer Networks

Prospero C. Naval, Dylan M. Valerio, P. Naval, 2020, ACIIDS.

An Evolutionary Multi-objective Neural Network Optimizer with Bias-Based Pruning Heuristic

Prospero C. Naval, John Paul T. Yusiong, 2007, ISNN.

SALSA: Detection of Cybertrolls using Sentiment, Aggression, Lexical and Syntactic Analysis of Tweets

Prospero C. Naval, Jose Lorenzo C. Capistrano, Jessie James P. Suarez, 2019, WIMS2019.

Parameter estimation with term-wise decomposition in biochemical network GMA models by hybrid regularized Least Squares-Particle Swarm Optimization

Eduardo R. Mendoza, L. G. Sison, Prospero C. Naval, 2010, IEEE Congress on Evolutionary Computation.

StockTradingSystembasedonthe Multi-objectiveParticleSwarmOptimizationof TechnicalIndicatorsonEnd-of-dayMarketData

Prospero C. Naval, Antonio C. Briza, P. Naval, 2009 .

Vertebra Fracture Classification from 3D CT Lumbar Spine Segmentation Masks Using a Convolutional Neural Network

Alfonso B. Labao, Prospero C. Naval, Charmae B. Antonio, 2018, ACIIDS.

AsiANet: Autoencoders in Autoencoder for Unsupervised Monocular Depth Estimation

Prospero C. Naval, John Paul T. Yusiong, P. Naval, 2019, 2019 IEEE Winter Conference on Applications of Computer Vision (WACV).

Automated essay content analysis based on Concept Indexing with Fuzzy C-means clustering

Rowena Cristina L. Guevara, Prospero C. Naval, Abigail R. Razon, 2010, 2010 IEEE Asia Pacific Conference on Circuits and Systems.

Malaria Parasite Detection and Species Identification on Thin Blood Smears Using a Convolutional Neural Network

Prospero C. Naval, Kristofer Delas Peñas, Pilarita T. Rivera, 2017, 2017 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE).

Classification of heart sounds using discrete and continuous wavelet transform and random forests

Prospero C. Naval, Christine C. Balili, Ma. Caryssa C. Sobrepena, 2015, 2015 3rd IAPR Asian Conference on Pattern Recognition (ACPR).

Towards Learning to Read Like Humans

Prospero C. Naval, Louise Gillian C. Bautista, P. Naval, 2020, International Conference on Computational Collective Intelligence.

Parameter estimation using Simulated Annealing for S-system models of biochemical networks

Prospero C. Naval, Kirsten Jung, Eduardo Mendoza, 2007, Bioinform..

A Survey on Deep Learning Techniques for Video Anomaly Detection pdf

Prospero C. Naval, Jessie James P. Suarez, P. Naval, 2020, ArXiv.

GazeMAE: General Representations of Eye Movements using a Micro-Macro Autoencoder pdf

Prospero C. Naval, Louise Gillian C. Bautista, 2020, ArXiv.

CLRGaze: Contrastive Learning of Representations for Eye Movement Signals pdf

Prospero C. Naval, Louise Gillian C. Bautista, 2020, ArXiv.

An effective use of crowding distance in multiobjective particle swarm optimization

Prospero C. Naval, Carlo R. Raquel, P. Naval, 2005, GECCO '05.

Stock trading system based on the multi-objective particle swarm optimization of technical indicators on end-of-day market data

Prospero C. Naval, Antonio C. Briza, P. Naval, 2011, Appl. Soft Comput..

Induced Exploration on Policy Gradients by Increasing Actor Entropy Using Advantage Target Regions

Alfonso B. Labao, Prospero C. Naval, Carlo R. Raquel, 2018, ICONIP.

Design of stock trading system for historical market data using multiobjective particle swarm optimization of technical indicators

Prospero C. Naval, Antonio C. Briza, P. Naval, 2008, GECCO '08.

Learning from the deep with deep learning

Prospero C. Naval, 2018 .

U-ISLES: Ischemic Stroke Lesion Segmentation Using U-Net

Prospero C. Naval, Lea Katrina S. Cornelio, Mary Abigail V. del Castillo, 2018, IntelliSys.

A Coral Mapping and Health Assessment System Based on Texture Analysis

Prospero C. Naval, Maricor Soriano, Bianca Camille Esmero, 2014, ACIIDS.

Multi-scale Autoencoders in Autoencoder for Semantic Image Segmentation

Prospero C. Naval, John Paul T. Yusiong, 2019, ACIIDS.

Training Neural Networks Using Multiobjective Particle Swarm Optimization

Prospero C. Naval, John Paul T. Yusiong, P. Naval, 2006, ICNC.

Cascaded deep network systems with linked ensemble components for underwater fish detection in the wild

Alfonso B. Labao, Prospero C. Naval, 2019, Ecol. Informatics.

Analysis of Convolutional Neural Networks and Shape Features for Detection and Identification of Malaria Parasites on Thin Blood Smears

Prospero C. Naval, Kristofer Delas Peñas, Pilarita T. Rivera, 2018, ACIIDS.

TAG: Nucleus Detection in Colorectal Adenocarcinomas Histology Images using Local Texture, Appearance, and Gradient Features

Prospero C. Naval, Jessie James P. Suarez, Jansen Keith L. Domoguen, 2019, 2019 3rd International Conference on Imaging, Signal Processing and Communication (ICISPC).

CLRGaze: Contrastive Learning of Representations for Eye Movement Signals

Prospero C. Naval, Louise Gillian C. Bautista, 2021, 2021 29th European Signal Processing Conference (EUSIPCO).

SynDHN: Multi-Object Fish Tracker Trained on Synthetic Underwater Videos

Prospero C. Naval, Mygel Andrei M. Martija, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

COViT-GAN: Vision Transformer forCOVID-19 Detection in CT Scan Imageswith Self-Attention GAN forDataAugmentation

Prospero C. Naval, Ara Abigail E. Ambita, Eujene Nikka V. Boquio, 2021, International Conference on Artificial Neural Networks.

Recognizing Faces using Kernel Eigenfaces and Support Vector Machines

Prospero C. Naval, 2003 .

Heuristic Parameter Estimation Methods for S-System Models of Biochemical Networks

Prospero C. Naval, Eduardo Mendoza, 2009 .

DemNet: A Convolutional Neural Network for the detection of Alzheimer's Disease and Mild Cognitive Impairment

Prospero C. Naval, Ciprian D. Billones, D. Hostallero, 2016, 2016 IEEE Region 10 Conference (TENCON).

Implementation of an Ant Colony Optimization Algorithm with Constraint Handling for Continuous and Mixed Variable Domains

Prospero C. Naval, P. Naval, Ricardo M. Bernardo, 2010 .

APeC : Automated People Counting from Video

Prospero C. Naval, Georgino P. Adriano, Sarah Isabel V. Mendoza, 2005 .

REALISM: Real-Time Hand Gesture Interface for Surgeons and Medical Experts

Prospero C. Naval, David Louis M. Achacon, Denise M. Carlos, 2009 .

DOVE : Detection of Movie Violence using Motion Intensity Analysis on Skin and Blood

Prospero C. Naval, P. Naval, Christine T. Clarin, 2006 .

Camera Pose Estimation by Alignment from a Single Mountain Image

Prospero C. Naval, P. Naval, 1998 .