169 citations · 325 across the 5 of their papers we have counts for
5 papers
Enhancing Orthopox Image Classification Using Hybrid Machine Learning and Deep Learning Models
Alejandro Puente-Castro, Enrique Fernandez-Blanco, Daniel Rivero +1
Orthopoxvirus infections must be accurately classified from medical pictures for an easy and early diagnosis and epidemic prevention. The necessity for automated and scalable solut…
Genetic Algorithm Based System for Path Planning with Unmanned Aerial Vehicles Swarms in Cell-Grid Environments
Alejandro Puente-Castro, Enrique Fernandez-Blanco, Daniel Rivero
Path Planning methods for autonomously controlling swarms of unmanned aerial vehicles (UAVs) are gaining momentum due to their operational advantages. An increasing number of scena…
Q-Learning based system for path planning with unmanned aerial vehicles swarms in obstacle environments
Alejandro Puente-Castro, Daniel Rivero, Eurico Pedrosa +3
Path Planning methods for autonomous control of Unmanned Aerial Vehicle (UAV) swarms are on the rise because of all the advantages they bring. There are more and more scenarios whe…
UAV Swarm Path Planning with Reinforcement Learning for Field prospecting
Alejandro Puente-Castro, Daniel Rivero, Alejandro Pazos +1
Unmanned Aerial Vehicle (UAV) swarms adoption shows a steady growth among operators due to the benefits in time and cost arisen from their use. However, this kind of system faces a…
Automatic Assessment of Alzheimer's Disease Diagnosis Based on Deep Learning Techniques
Alejandro Puente-Castro, Enrique Fernandez-Blanco, Alejandro Pazos +1
Early detection is crucial to prevent the progression of Alzheimer's disease (AD). Thus, specialists can begin preventive treatment as soon as possible. They demand fast and precis…