169 citations · 564 across the 11 of their papers we have counts for
11 papers
Machine Learning in management of precautionary closures caused by lipophilic biotoxins
Andres Molares-Ulloa, Enrique Fernandez-Blanco, Alejandro Pazos +1
Mussel farming is one of the most important aquaculture industries. The main risk to mussel farming is harmful algal blooms (HABs), which pose a risk to human consumption. In Galic…
Ensemble of Convolution Neural Networks on Heterogeneous Signals for Sleep Stage Scoring
Enrique Fernandez-Blanco, Carlos Fernandez-Lozano, Alejandro Pazos +1
Over the years, several approaches have tried to tackle the problem of performing an automatic scoring of the sleeping stages. Although any polysomnography usually collects over a…
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…
Convolutional Neural Networks for Sleep Stage Scoring on a Two-Channel EEG Signal
Enrique Fernandez-Blanco, Daniel Rivero, Alejandro Pazos
Sleeping problems have become one of the major diseases all over the world. To tackle this issue, the basic tool used by specialists is the Polysomnogram, which is a collection of…
Determination of egg storage time at room temperature using a low-cost NIR spectrometer and machine learning techniques
Julian Coronel-Reyes, Ivan Ramirez-Morales, Enrique Fernandez-Blanco +2
Nowadays, consumers are more concerned about freshness and quality of food. Poultry egg storage time is a freshness and quality indicator in industrial and consumer applications, e…