Prospero C. Naval

30 papers A 2B 8C 4Misc 1Journal 4Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Enhanced Blood Loss Quantification Using a Novel Multi-Wavelength Imaging Approach. IEEE Access Ara Abigail E. Ambita, Laura T. David, Catherine S. Co, Prospero C. Naval
2025	—	`conf`	Using Artificial Neural Networks for Automated Lithologic Mapping and Mineral Exploration in Mayantoc, Tarlac, and San Juan, Batangas. ACIIDS (2) April Kaye A. Soriano, Prospero C. Naval
2024	—	`conf`	Aero-Engine Condition-Based Maintenance Planning Using Reinforcement Learning. ICONIP (3) Michael Q. Ignacio, Prospero C. Naval
2024	—	`conf`	Leveraging Large Image-Caption Datasets for Multimodal Taxon Classification. ACIIDS (Companion 2) Raynor Kirkson E. Chavez, Kyle Gabriel M. Reynoso, Carlo R. Raquel, Prospero C. Naval
2024	B	`conf`	Myocardial Infarction Detection Using Video Frame Key-point and Gradient Matching. IJCNN Frank Cally A. Tabuco, Prospero C. Naval
2022	Misc	`conf`	AFAR: A Real-Time Vision-based Activity Monitoring and Fall Detection Framework using 1D Convolutional Neural Networks. ICMLC Jessie James P. Suarez, Nathaniel S. Orillaza Jr., Prospero C. Naval
2022	B	`conf`	Dynamic Model-Agnostic Meta-Learning for Incremental Few-Shot Learning. ICPR Jansen Keith L. Domoguen, Prospero C. Naval
2022	—	`conf`	FASENet: A Two-Stream Fall Detection and Activity Monitoring Model Using Pose Keypoints and Squeeze-and-Excitation Networks. ACIIDS (2) Jessie James P. Suarez, Nathaniel S. Orillaza Jr., Prospero C. Naval
2022	—	`conf`	Multispectral-Based Imaging and Machine Learning for Noninvasive Blood Loss Estimation. ACCV (2) Ara Abigail E. Ambita, Catherine S. Co, Laura T. David, Charissa M. Ferrera, Prospero C. Naval
2022	J	`jnl`	Towards a Feasible Hand Gesture Recognition System as Sterile Non-contact Interface in the Operating Room with 3D Convolutional Neural Network. Informatica (Slovenia) Roy Amante Salvador, Prospero C. Naval
2022	A	`conf`	Two-View Left Ventricular Segmentation and Ejection Fraction Estimation in 2D Echocardiograms. BMVC Frank Cally A. Tabuco, Jose Donato A. Magno, Nathaniel S. Orillaza Jr., Rani Ailyna V. Domingo, Prospero C. Naval
2021	J	`jnl`	A3C-GS: Adaptive Moment Gradient Sharing With Locks for Asynchronous Actor-Critic Agents. IEEE Trans. Neural Networks Learn. Syst. Alfonso B. Labao, Mygel Andrei Martija, Prospero C. Naval
2021	—	`conf`	CLRGaze: Contrastive Learning of Representations for Eye Movement Signals. EUSIPCO Louise Gillian C. Bautista, Prospero C. Naval
2021	—	`conf`	COViT-GAN: Vision Transformer for COVID-19 Detection in CT Scan Images with Self-Attention GAN for Data Augmentation. ICANN (2) Ara Abigail E. Ambita, Eujene Nikka V. Boquio, Prospero C. Naval
2020	J	`jnl`	A Semi-Supervised Approach to Monocular Depth Estimation, Depth Refinement, and Semantic Segmentation of Driving Scenes using a Siamese Triple Decoder Architecture. Informatica (Slovenia) John Paul Tan Yusiong, Prospero C. Naval
2020	C	`conf`	Automated Detection of Helminth Eggs in Stool Samples Using Convolutional Neural Networks. TENCON Kristofer E. delas Peñas, Elena A. Villacorte, Pilarita T. Rivera, Prospero C. Naval
2020	B	`conf`	GazeMAE: General Representations of Eye Movements using a Micro-Macro Autoencoder. ICPR Louise Gillian C. Bautista, Prospero C. Naval
2020	—	`conf`	Locally Adaptive Regression Kernels and Support Vector Machines for the Detection of Pneumonia in Chest X-Ray Images. ACIIDS (2) Ara Abigail E. Ambita, Eujene Nikka V. Boquio, Prospero C. Naval
2020	—	`conf`	PRTNets: Cold-Start Recommendations Using Pairwise Ranking and Transfer Networks. ACIIDS (1) Dylan M. Valerio, Prospero C. Naval
2020	B	`conf`	SynDHN: Multi-Object Fish Tracker Trained on Synthetic Underwater Videos. ICPR Mygel Andrei M. Martija, Prospero C. Naval
2020	B	`conf`	Towards Learning to Read Like Humans. ICCCI Louise Gillian C. Bautista, Prospero C. Naval
2019	A	`conf`	AsiANet: Autoencoders in Autoencoder for Unsupervised Monocular Depth Estimation. WACV John Paul Tan Yusiong, Prospero C. Naval
2019	C	`conf`	How Deep is Your Law? Predicting Associations Between Cases in Philippine Jurisprudence. TENCON Mygel Andrei Martija, Jansen Domoguen, Prospero C. Naval
2019	C	`conf`	Predicting Protein-Protein Interactions based on Biological Information using Extreme Gradient Boosting. CIBCB Jerome Cary Beltran, Paolo Valdez, Prospero C. Naval
2018	B	`conf`	AC2: A Policy Gradient Actor with Primary and Secondary Critics. IJCNN Alfonso B. Labao, Prospero C. Naval
2018	C	`conf`	Alphabet Sign Language Image Classification Using Deep Learning. TENCON Rangel Daroya, Daryl Peralta, Prospero C. Naval
2018	B	`conf`	Stabilizing Actor Policies by Approximating Advantage Distributions from K Critics. ICPR Alfonso B. Labao, Prospero C. Naval
2015	—	`conf`	Classification of heart sounds using discrete and continuous wavelet transform and random forests. ACPR Christine C. Balili, Ma. Caryssa C. Sobrepena, Prospero C. Naval
2010	—	`conf`	Automated essay content analysis based on Concept Indexing with Fuzzy C-means clustering. APCCAS Abigail R. Razon, Ma. Lourdes J. Vargas, Rowena Cristina L. Guevara, Prospero C. Naval
2010	B	`conf`	Parameter estimation with term-wise decomposition in biochemical network GMA models by hybrid regularized Least Squares-Particle Swarm Optimization. IEEE Congress on Evolutionary Computation Prospero C. Naval, Luis G. Sison, Eduardo R. Mendoza