TEDNet: Twin Encoder Decoder Neural Network for 2D Camera and LiDAR Road Detection

Authors: Bayón-Gutiérrez, Martín, García-Ordás, María Teresa, Moretón, Héctor Alaiz, Aveleira-Mata, Jose, Martín, Sergio Rubio, Benítez-Andrades, José Alberto

Source: M Bay\'on-Guti\'errez, MT Garc\'ia-Ord\'as, H Alaiz Moret\'on, J Aveleira-Mata, S Rubio-Mart\'in, JA Ben\'itez-Andrades. TEDNet: Twin Encoder Decoder Neural Network for 2D Camera and LiDAR Road Detection. Logic Journal of the IGPL. 2024

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2405.08429

Application of Machine Learning Algorithms in Classifying Postoperative Success in Metabolic Bariatric Surgery: A Comprehensive Study

Authors: Benítez-Andrades, José Alberto, Prada-García, Camino, García-Fernández, Rubén, Ballesteros-Pomar, María D., González-Alonso, María-Inmaculada, Serrano-García, Antonio

Source: DIGITAL HEALTH (2024), 10, 20552076241239274

Subject Terms: Computer Science - Machine Learning, Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2403.20124

Enhancing ASD detection accuracy: a combined approach of machine learning and deep learning models with natural language processing

Authors: Rubio-Martín, Sergio, García-Ordás, María Teresa, Bayón-Gutiérrez, Martín, Prieto-Fernández, Natalia, Benítez-Andrades, José Alberto

Source: Health Inf Sci Syst 12, 20 (2024)

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2403.03581

Evaluation of Country Dietary Habits Using Machine Learning Techniques in Relation to Deaths from COVID-19

Authors: García-Ordás, María Teresa, Arias, Natalia, Benavides, Carmen, García-Olalla, Oscar, Benítez-Andrades, José Alberto

Source: Healthcare 2020, 8(4), 371

Subject Terms: Computer Science - Machine Learning, Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2402.12558

Feasibility of Social-Network-Based eHealth Intervention on the Improvement of Healthy Habits among Children

Authors: Benítez-Andrades, José Alberto, Arias, Natalia, García-Ordás, María Teresa, Martínez-Martínez, Marta, García-Rodríguez, Isaías

Source: Sensors 2020, 20(5), 1404

Subject Terms: Computer Science - Computers and Society, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2403.12073

A Semantic Social Network Analysis Tool for Sensitivity Analysis and What-If Scenario Testing in Alcohol Consumption Studies

Authors: Benítez-Andrades, José Alberto, Rodríguez-González, Alejandro, Benavides, Carmen, Sánchez-Valdeón, Leticia, García, Isaías

Source: Int. J. Environ. Res. Public Health 2018, 15(11), 2420

Subject Terms: Computer Science - Social and Information Networks, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2402.12390

Social network analysis for personalized characterization and risk assessment of alcohol use disorders in adolescents using semantic technologies

Authors: Benítez-Andrades, José Alberto, García-Rodríguez, Isaías, Benavides, Carmen, Alaiz-Moretón, Héctor, Rodríguez-González, Alejandro

Source: Future Generation Computer Systems, Volume 106, May 2020, Pages 154-170

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2402.10967

Thermal Infrared Imaging to Evaluate Emotional Competences in Nursing Students: A First Approach through a Case Study

Authors: Marqués-Sánchez, Pilar, Liébana-Presa, Cristina, Benítez-Andrades, José Alberto, Gundín-Gallego, Raquel, Álvarez-Barrio, Lorena, Rodríguez-Gonzálvez, Pablo

Source: Sensors 2020, 20(9), 2502

Subject Terms: Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2402.10968

A Web-Based Tool for Automatic Data Collection, Curation, and Visualization of Complex Healthcare Survey Studies including Social Network Analysis

Authors: Benítez-Andrades, José Alberto, Labra, José Emilio, Quiroga, Enedina, Martín, Vicente, García, Isaías, Marqués-Sánchez, Pilar, Benavides, Carmen

Source: Computation and Mathematical Methods in Medicine, Volume 2017, Article ID 2579848

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2402.09592

Middleware-based multi-agent development environment for building and testing distributed intelligent systems

Authors: Aguayo-Canela, Francisco José, Alaiz-Moretón, Héctor, García-Ordás, María Teresa, Benítez-Andrades, José Alberto, Benavides, Carmen, Novais, Paulo, García-Rodríguez, Isaías

Source: Cluster Computing, 2021, Volume 24, pp 2313-2325

Subject Terms: Computer Science - Multiagent Systems

Access URL: http://arxiv.org/abs/2402.10385

Enriched multi-agent middleware for building rule-based distributed security solutions for IoT environments

Authors: Aguayo-Canela, Francisco José, Alaiz-Moretón, Héctor, García-Ordás, María Teresa, Benítez-Andrades, José Alberto, Benavides, Carmen, García-Rodríguez, Isaías

Source: The Journal of Supercomputing, Volume 77, pages 13046 - 13068, 2021

Subject Terms: Computer Science - Multiagent Systems

Access URL: http://arxiv.org/abs/2402.09499

Detection of the most influential variables for preventing postpartum urinary incontinence using machine learning techniques

Authors: Benítez-Andrades, José Alberto, García-Ordás, María Teresa, Álvarez-González, María, Leirós-Rodríguez, Raquel, Rodríguez, Ana F López

Source: Digital Health, Volume 8, 2022, 20552076221111289

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2402.09498

The socialisation of the adolescent who carries out team sports: a transversal study of centrality with a social network analysis

Authors: Marqués-Sánchez, Pilar, Benítez-Andrades, José Alberto, Sánchez, María Dolores Calvo, Arias, Natalia

Source: BMJ Open, 2021, Volume 11, ID e042773

Subject Terms: Computer Science - Social and Information Networks, Computer Science - Computers and Society, Physics - Physics and Society

Access URL: http://arxiv.org/abs/2402.09275

A case study of university student networks and the COVID-19 pandemic using a social network analysis approach in halls of residence

Authors: Benítez-Andrades, José Alberto, Fernández-Villa, Tania, Benavides, Carmen, Gayubo-Serrenes, Andrea, Martín, Vicente, Marqués-Sánchez, Pilar

Source: Scientific Reports volume 11, Article number: 14877 (2021)

Subject Terms: Computer Science - Computers and Society, Physics - Physics and Society

Access URL: http://arxiv.org/abs/2402.09219

Identification of cohesive subgroups in a university hall of residence during the COVID-19 pandemic using a social network analysis approach

Authors: Marqués-Sánchez, Pilar, Pinto-Carral, Arrate, Fernández-Villa, Tania, Vázquez-Casares, Ana, Liébana-Presa, Cristina, Benítez-Andrades, José Alberto

Source: Scientific Reports, Volume 11, Article ID 22055, 2021

Subject Terms: Computer Science - Computers and Society, Physics - Physics and Society

Access URL: http://arxiv.org/abs/2402.09213

Implementing local-explainability in Gradient Boosting Trees: Feature Contribution

Authors: Delgado-Panadero, Ángel, Hernández-Lorca, Beatriz, García-Ordás, María Teresa, Benítez-Andrades, José Alberto

Source: Information Sciences, Volume 589, 2022, Pages 199-212

Subject Terms: Computer Science - Machine Learning, Computer Science - Logic in Computer Science

Access URL: http://arxiv.org/abs/2402.09197

Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System

Authors: García-Ordás, María Teresa, Alaiz-Moretón, Héctor, Casteleiro-Roca, José-Luis, Jove, Esteban, Benítez-Andrades, José Alberto, García-Rodríguez, Isaías, Quintián, Héctor, Calvo-Rolle, José Luis

Source: Cybernetics and Systems, Volume 54, Issue 3, pages 286-305, 2023

Subject Terms: Computer Science - Machine Learning, Computer Science - Multiagent Systems

Access URL: http://arxiv.org/abs/2402.06921

Traditional Machine Learning Models and Bidirectional Encoder Representations From Transformer (BERT)-Based Automatic Classification of Tweets About Eating Disorders: Algorithm Development and Validation Study

Authors: Benítez-Andrades, José Alberto, Alija-Pérez, José-Manuel, Vidal, Maria-Esther, Pastor-Vargas, Rafael, García-Ordás, María Teresa

Source: JMIR Medical Informatics, Volume 10, Issue 2, 2022, ID e34492

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2402.05571

Empowering machine learning models with contextual knowledge for enhancing the detection of eating disorders in social media posts

Authors: Benítez-Andrades, José Alberto, García-Ordás, María Teresa, Russo, Mayra, Sakor, Ahmad, Rotger, Luis Daniel Fernandes, Vidal, Maria-Esther

Source: Semantic Web, Volume 4, Issue 5, pp. 873-892, 2023

Subject Terms: Computer Science - Machine Learning, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2402.05536

Heart disease risk prediction using deep learning techniques with feature augmentation

Authors: García-Ordás, María Teresa, Bayón-Gutiérrez, Martín, Benavides, Carmen, Aveleira-Mata, Jose, Benítez-Andrades, José Alberto

Source: Multimedia Tools and Applications, Volume 82, pp. 31759 - 31773, August 2024

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2402.05495