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Viewing Publication 1 - 26 from 26

2022

Multispectral-Based Imaging and Machine Learning for Noninvasive Blood Loss EstimationAra Abigail E. Ambita, Catherine S. Co, Laura T. David, Charissa M. Ferrera, Prospero C. Naval. ACCV 2023: 171-186 [doi]

Dynamic Model-Agnostic Meta-Learning for Incremental Few-Shot LearningJansen Keith L. Domoguen, Prospero C. Naval. icpr 2022: 4927-4933 [doi]

Towards a Feasible Hand Gesture Recognition System as Sterile Non-contact Interface in the Operating Room with 3D Convolutional Neural NetworkRoy Amante Salvador, Prospero C. Naval. informaticaSI, 46(1), 2022. [doi]

AFAR: A Real-Time Vision-based Activity Monitoring and Fall Detection Framework using 1D Convolutional Neural NetworksJessie James Profeta Suarez, Nathaniel Orillaza, Prospero C. Naval. icmlc2 2022: 555-559 [doi]

FASENet: A Two-Stream Fall Detection and Activity Monitoring Model Using Pose Keypoints and Squeeze-and-Excitation NetworksJessie James P. Suarez, Nathaniel S. Orillaza Jr., Prospero C. Naval. aciids 2022: 470-483 [doi]

Two-View Left Ventricular Segmentation and Ejection Fraction Estimation in 2D EchocardiogramsFrank Cally A Tabuco, Jose Donato A Magno, Nathaniel S. Orillaza Jr., Rani Ailyna V. Domingo, Prospero C. Naval. bmvc 2022: 176 [doi]

2021

COViT-GAN: Vision Transformer forCOVID-19 Detection in CT Scan Imageswith Self-Attention GAN forDataAugmentationAra Abigail E. Ambita, Eujene Nikka V. Boquio, Prospero C. Naval. icann 2021: 587-598 [doi]

CLRGaze: Contrastive Learning of Representations for Eye Movement SignalsLouise Gillian C. Bautista, Prospero C. Naval. eusipco 2021: 1241-1245 [doi]

A3C-GS: Adaptive Moment Gradient Sharing With Locks for Asynchronous Actor-Critic AgentsAlfonso B. Labao, Mygel Andrei Martija, Prospero C. Naval. tnn, 32(3):1162-1176, 2021. [doi]

2020

Locally Adaptive Regression Kernels and Support Vector Machines for the Detection of Pneumonia in Chest X-Ray ImagesAra Abigail E. Ambita, Eujene Nikka V. Boquio, Prospero C. Naval. aciids 2020: 129-140 [doi]

Towards Learning to Read Like HumansLouise Gillian C. Bautista, Prospero C. Naval. iccci 2020: 779-791 [doi]

GazeMAE: General Representations of Eye Movements using a Micro-Macro AutoencoderLouise Gillian C. Bautista, Prospero C. Naval. icpr 2021: 7004-7011 [doi]

Automated Detection of Helminth Eggs in Stool Samples Using Convolutional Neural NetworksKristofer E. delas Peñas, Elena A. Villacorte, Pilarita T. Rivera, Prospero C. Naval. tencon 2020: 750-755 [doi]

SynDHN: Multi-Object Fish Tracker Trained on Synthetic Underwater VideosMygel Andrei M. Martija, Prospero C. Naval. icpr 2021: 8841-8848 [doi]

PRTNets: Cold-Start Recommendations Using Pairwise Ranking and Transfer NetworksDylan M. Valerio, Prospero C. Naval. aciids 2020: 416-428 [doi]

A Semi-Supervised Approach to Monocular Depth Estimation, Depth Refinement, and Semantic Segmentation of Driving Scenes using a Siamese Triple Decoder ArchitectureJohn Paul Tan Yusiong, Prospero C. Naval. informaticaSI, 44(4), 2020. [doi]

2019

2018

Alphabet Sign Language Image Classification Using Deep LearningRangel Daroya, Daryl Peralta, Prospero C. Naval. tencon 2018: 646-650 [doi]

Stabilizing Actor Policies by Approximating Advantage Distributions from K CriticsAlfonso B. Labao, Prospero C. Naval. icpr 2018: 1253-1258 [doi]

AC2: A Policy Gradient Actor with Primary and Secondary CriticsAlfonso B. Labao, Prospero C. Naval. ijcnn 2018: 1-8 [doi]

2015

Classification of heart sounds using discrete and continuous wavelet transform and random forestsChristine C. Balili, Ma. Caryssa C. Sobrepena, Prospero C. Naval. acpr 2015: 655-659 [doi]

2010

Parameter estimation with term-wise decomposition in biochemical network GMA models by hybrid regularized Least Squares-Particle Swarm OptimizationProspero C. Naval, Luis G. Sison, Eduardo R. Mendoza. cec 2010: 1-8 [doi]

Automated essay content analysis based on Concept Indexing with Fuzzy C-means clusteringAbigail R. Razon, Ma. Lourdes J. Vargas, Rowena Cristina L. Guevara, Prospero C. Naval. apccas 2010: 1167-1170 [doi]

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