169 citations · 224 across the 5 of their papers we have counts for
5 papers
Application of Tabular Transformer Architectures for Operating System Fingerprinting
Rubén Pérez-Jove, Cristian R. Munteanu, Alejandro Pazos +1
Operating System (OS) fingerprinting is essential for network management and cybersecurity, enabling accurate device identification based on network traffic analysis. Traditional r…
Classification of Radiologically Isolated Syndrome and Clinically Isolated Syndrome with Machine-Learning Techniques
V Mato-Abad, A Labiano-Fontcuberta, S Rodriguez-Yanez +9
Background and purpose: The unanticipated detection by magnetic resonance imaging (MRI) in the brain of asymptomatic subjects of white matter lesions suggestive of multiple scleros…
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…
Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models
Carlos Fernandez-Lozano, Ruben F. Cuinas, Jose A. Seoane +3
Signaling proteins are an important topic in drug development due to the increased importance of finding fast, accurate and cheap methods to evaluate new molecular targets involved…
A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications
Enrique Fernandez-Blanco, Daniel Rivero, Marcos Gestal +4
Data mining and data classification over biomedical data are two of the most important research fields in computer science. Among the great diversity of techniques that can be used…