Prospero C. Naval

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 23

Top Topics

Convolutional Neural Network

Activity Monitoring

Top Venues

Informatica (Slovenia)

Publications

Frank Cally A Tabuco, Jose Donato A Magno, Nathaniel S. Orillaza Jr., Rani Ailyna V. Domingo, Prospero C. Naval
Two-View Left Ventricular Segmentation and Ejection Fraction Estimation in 2D Echocardiograms. BMVC (2022)
Jessie James Profeta Suarez, Nathaniel Orillaza, Prospero C. Naval
AFAR: A Real-Time Vision-based Activity Monitoring and Fall Detection Framework using 1D Convolutional Neural Networks. ICMLC (2022)
Roy Amante Salvador, Prospero C. Naval
Towards a Feasible Hand Gesture Recognition System as Sterile Non-contact Interface in the Operating Room with 3D Convolutional Neural Network. Informatica (Slovenia) 46 (1) (2022)
Jessie James P. Suarez, Nathaniel S. Orillaza Jr., Prospero C. Naval
FASENet: A Two-Stream Fall Detection and Activity Monitoring Model Using Pose Keypoints and Squeeze-and-Excitation Networks. ACIIDS (2) (2022)
Jansen Keith L. Domoguen, Prospero C. Naval
Dynamic Model-Agnostic Meta-Learning for Incremental Few-Shot Learning. ICPR (2022)
Ara Abigail E. Ambita, Catherine S. Co, Laura T. David, Charissa M. Ferrera, Prospero C. Naval
Multispectral-Based Imaging and Machine Learning for Noninvasive Blood Loss Estimation. ACCV (2) (2022)
Alfonso B. Labao, Mygel Andrei Martija, Prospero C. Naval
A3C-GS: Adaptive Moment Gradient Sharing With Locks for Asynchronous Actor-Critic Agents. IEEE Trans. Neural Networks Learn. Syst. 32 (3) (2021)
Ara Abigail E. Ambita, Eujene Nikka V. Boquio, Prospero C. Naval
COViT-GAN: Vision Transformer forCOVID-19 Detection in CT Scan Imageswith Self-Attention GAN forDataAugmentation. ICANN (2) (2021)
Louise Gillian C. Bautista, Prospero C. Naval
CLRGaze: Contrastive Learning of Representations for Eye Movement Signals. EUSIPCO (2021)
Louise Gillian C. Bautista, Prospero C. Naval
GazeMAE: General Representations of Eye Movements using a Micro-Macro Autoencoder. ICPR (2020)
Louise Gillian C. Bautista, Prospero C. Naval
Towards Learning to Read Like Humans. ICCCI (2020)
Mygel Andrei M. Martija, Prospero C. Naval
SynDHN: Multi-Object Fish Tracker Trained on Synthetic Underwater Videos. ICPR (2020)
John Paul Tan Yusiong, Prospero C. Naval
A Semi-Supervised Approach to Monocular Depth Estimation, Depth Refinement, and Semantic Segmentation of Driving Scenes using a Siamese Triple Decoder Architecture. Informatica (Slovenia) 44 (4) (2020)
Kristofer E. delas Peñas, Elena A. Villacorte, Pilarita T. Rivera, Prospero C. Naval
Automated Detection of Helminth Eggs in Stool Samples Using Convolutional Neural Networks. TENCON (2020)
Dylan M. Valerio, Prospero C. Naval
PRTNets: Cold-Start Recommendations Using Pairwise Ranking and Transfer Networks. ACIIDS (1) (2020)
Ara Abigail E. Ambita, Eujene Nikka V. Boquio, Prospero C. Naval
Locally Adaptive Regression Kernels and Support Vector Machines for the Detection of Pneumonia in Chest X-Ray Images. ACIIDS (2) (2020)
Mygel Andrei Martija, Jansen Domoguen, Prospero C. Naval
How Deep is Your Law? Predicting Associations Between Cases in Philippine Jurisprudence. TENCON (2019)
John Paul Tan Yusiong, Prospero C. Naval
AsiANet: Autoencoders in Autoencoder for Unsupervised Monocular Depth Estimation. WACV (2019)
Jerome Cary Beltran, Paolo Valdez, Prospero C. Naval
Predicting Protein-Protein Interactions based on Biological Information using Extreme Gradient Boosting. CIBCB (2019)
Alfonso B. Labao, Prospero C. Naval
Stabilizing Actor Policies by Approximating Advantage Distributions from K Critics. ICPR (2018)
Alfonso B. Labao, Prospero C. Naval
AC2: A Policy Gradient Actor with Primary and Secondary Critics. IJCNN (2018)
Rangel Daroya, Daryl Peralta, Prospero C. Naval
Alphabet Sign Language Image Classification Using Deep Learning. TENCON (2018)
Christine C. Balili, Ma. Caryssa C. Sobrepena, Prospero C. Naval
Classification of heart sounds using discrete and continuous wavelet transform and random forests. ACPR (2015)
Prospero C. Naval, Luis G. Sison, Eduardo R. Mendoza
Parameter estimation with term-wise decomposition in biochemical network GMA models by hybrid regularized Least Squares-Particle Swarm Optimization. IEEE Congress on Evolutionary Computation (2010)
Abigail R. Razon, Ma. Lourdes J. Vargas, Rowena Cristina L. Guevara, Prospero C. Naval
Automated essay content analysis based on Concept Indexing with Fuzzy C-means clustering. APCCAS (2010)