Prospero C. Naval Jr.

32 papers A 1B 1Misc 1Journal 8Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Reinforcement Learning Environment with LLM-Controlled Adversary in D&D 5th Edition Combat. CoRR Joseph Emmanuel DL Dayo, Michel Onasis S. Ogbinar, Prospero C. Naval Jr.
2025	J	`jnl`	USAM-Net: A U-Net-based Network for Improved Stereo Correspondence and Scene Depth Estimation using Features from a Pre-trained Image Segmentation network. CoRR Joseph Emmanuel DL Dayo, Prospero C. Naval Jr.
2024	—	`conf`	Automated Landslide Detection: A Comparative Study of Change Detection and Semantic Segmentation Techniques. ICONIP (10) Samuel Cerrudo, Daniel De Castro, Prospero C. Naval Jr.
2024	—	`conf`	Beyond Canonical Fine-tuning: Leveraging Hybrid Multi-Layer Pooled Representations of BERT for Automated Essay Scoring. LREC/COLING Eujene Nikka V. Boquio, Prospero C. Naval Jr.
2024	—	`conf`	Philippine Lime (Calamansi) Disease Detection and Classification Using YOLOv8 Model. ACIIDS (Companion 2) Ma. Madecheen S. Pangaliman, Kathleen M. Manalo, Prospero C. Naval Jr.
2024	—	`conf`	Phishing Detection Using Ensemble of Classifiers. ACIIDS (Companion 1) David Raphael M. Daza, Frank Cally A. Tabuco, Prospero C. Naval Jr.
2024	—	`conf`	USAM-Net: A U-Net-Based Network for Improved Stereo Correspondence and Scene Depth Estimation Using Features from a Pre-trained Image Segmentation Network. ICONIP (2) Joseph Emmanuel DL Dayo, Prospero C. Naval Jr.
2023	Misc	`conf`	Multi-class Semantic Segmentation of Tooth Pathologies and Anatomical Structures on Bitewing and Periapical Radiographs. MVA James-Andrew Sarmiento, Liushifeng Chen, Prospero C. Naval Jr.
2022	—	`conf`	Unraveling COVID-19 Misinformation with Latent Dirichlet Allocation and CatBoost. ICCCI (CCIS Volume) Joy Nathalie M. Avelino, Edgardo P. Felizmenio Jr., Prospero C. Naval Jr.
2020	J	`jnl`	A Survey on Deep Learning Techniques for Video Anomaly Detection. CoRR Jessie James P. Suarez, Prospero C. Naval Jr.
2020	J	`jnl`	CLRGaze: Contrastive Learning of Representations for Eye Movement Signals. CoRR Louise Gillian C. Bautista, Prospero C. Naval Jr.
2020	J	`jnl`	GazeMAE: General Representations of Eye Movements using a Micro-Macro Autoencoder. CoRR Louise Gillian C. Bautista, Prospero C. Naval Jr.
2019	J	`jnl`	Cascaded deep network systems with linked ensemble components for underwater fish detection in the wild. Ecol. Informatics Alfonso B. Labao, Prospero C. Naval Jr.
2019	—	`conf`	Multi-scale Autoencoders in Autoencoder for Semantic Image Segmentation. ACIIDS (1) John Paul Tan Yusiong, Prospero C. Naval Jr.
2019	—	`conf`	SALSA: Detection of Cybertrolls using Sentiment, Aggression, Lexical and Syntactic Analysis of Tweets. WIMS Jose Lorenzo C. Capistrano, Jessie James P. Suarez, Prospero C. Naval Jr.
2019	—	`conf`	Simultaneous Localization and Segmentation of Fish Objects Using Multi-task CNN and Dense CRF. ACIIDS (1) Alfonso B. Labao, Prospero C. Naval Jr.
2018	—	`conf`	Analysis of Convolutional Neural Networks and Shape Features for Detection and Identification of Malaria Parasites on Thin Blood Smears. ACIIDS (2) Kristofer delas Peñas, Pilarita T. Rivera, Prospero C. Naval Jr.
2018	—	`conf`	Classification of Bird Sounds Using Codebook Features. ACIIDS (1) Alfonso B. Labao, Mark A. Clutario, Prospero C. Naval Jr.
2018	—	`conf`	Induced Exploration on Policy Gradients by Increasing Actor Entropy Using Advantage Target Regions. ICONIP (2) Alfonso B. Labao, Carlo R. Raquel, Prospero C. Naval Jr.
2018	—	`conf`	U-ISLES: Ischemic Stroke Lesion Segmentation Using U-Net. IntelliSys (2) Lea Katrina S. Cornelio, Mary Abigail V. del Castillo, Prospero C. Naval Jr.
2018	—	`conf`	Vertebra Fracture Classification from 3D CT Lumbar Spine Segmentation Masks Using a Convolutional Neural Network. ACIIDS (2) Charmae B. Antonio, Louise Gillian C. Bautista, Alfonso B. Labao, Prospero C. Naval Jr.
2017	B	`conf`	Malaria Parasite Detection and Species Identification on Thin Blood Smears Using a Convolutional Neural Network. CHASE Kristofer delas Peñas, Pilarita T. Rivera, Prospero C. Naval Jr.
2017	—	`conf`	Weakly-Labelled Semantic Segmentation of Fish Objects in Underwater Videos Using a Deep Residual Network. ACIIDS (2) Alfonso B. Labao, Prospero C. Naval Jr.
2014	—	`conf`	A Coral Mapping and Health Assessment System Based on Texture Analysis. ACIIDS (1) Prospero C. Naval Jr., Maricor Soriano, Bianca Camille Esmero, Zorina Maika Abad
2011	J	`jnl`	Stock trading system based on the multi-objective particle swarm optimization of technical indicators on end-of-day market data. Appl. Soft Comput. Antonio C. Briza, Prospero C. Naval Jr.
2008	—	`conf`	Design of stock trading system for historical market data using multiobjective particle swarm optimization of technical indicators. GECCO (Companion) Antonio C. Briza, Prospero C. Naval Jr.
2007	—	`conf`	An Evolutionary Multi-objective Neural Network Optimizer with Bias-Based Pruning Heuristic. ISNN (3) Prospero C. Naval Jr., John Paul Tan Yusiong
2007	J	`jnl`	Parameter estimation using Simulated Annealing for S-system models of biochemical networks. Bioinform. Orland R. Gonzalez, Christoph Küper, Kirsten Jung, Prospero C. Naval Jr., Eduardo Mendoza
2006	—	`conf`	Training Neural Networks Using Multiobjective Particle Swarm Optimization. ICNC (1) John Paul Tan Yusiong, Prospero C. Naval Jr.
2005	A	`conf`	An effective use of crowding distance in multiobjective particle swarm optimization. GECCO Carlo R. Raquel, Prospero C. Naval Jr.
2004	—	`conf`	FROG: Face Recognition via Multimedia Messaging. CCCT (1) Prospero C. Naval Jr., Riza Theresa B. Batista, Hazel Jean M. Mercado, Usman P. Moti Jr.
2004	—	`conf`	HUNI: Music Retrieval by Humming using Autocorrelation, Viterbi Algorithm and Approximate String Matching. CCCT (2) Emmanuel P. Nepomuceno, Patricia Palea G. Orjalo, Prospero C. Naval Jr.