| Detecting respiratory pathologies using convolutional neural networks and variational autoencoders for unbalancing data MT García-Ordás, JA Benítez-Andrades, I García-Rodríguez, C Benavides, ... Sensors 20 (4), 1214, 2020 | 118 | 2020 |
| Musculoskeletal pain and teleworking in times of the COVID-19: analysis of the impact on the workers at two Spanish universities Ó Rodríguez-Nogueira, R Leirós-Rodríguez, JA Benítez-Andrades, ... International Journal of Environmental Research and Public Health 18 (1), 31, 2021 | 103 | 2021 |
| Diabetes detection using deep learning techniques with oversampling and feature augmentation MT García-Ordás, C Benavides, JA Benítez-Andrades, H Alaiz-Moretón, ... Computer Methods and Programs in Biomedicine 202, 105968, 2021 | 82 | 2021 |
| Musculoskeletal pain and non-classroom teaching in times of the COVID-19 pandemic: Analysis of the impact on students from two Spanish universities R Leirós-Rodríguez, Ó Rodríguez-Nogueira, A Pinto-Carral, ... Journal of clinical medicine 9 (12), 4053, 2020 | 64 | 2020 |
| Implementing local-explainability in gradient boosting trees: feature contribution Á Delgado-Panadero, B Hernández-Lorca, MT García-Ordás, ... Information Sciences 589, 199-212, 2022 | 45 | 2022 |
| Traditional machine learning models and bidirectional encoder representations from transformer (BERT)–based automatic classification of tweets about eating disorders: Algorithm … JA Benítez-Andrades, JM Alija-Pérez, ME Vidal, R Pastor-Vargas, ... JMIR medical informatics 10 (2), e34492, 2022 | 39 | 2022 |
| Stress, emotional intelligence and the intention to use cannabis in Spanish adolescents: Influence of COVID-19 confinement C Liébana-Presa, MC Martínez-Fernández, JA Benítez-Andrades, ... Frontiers in psychology 11, 582578, 2020 | 34 | 2020 |
| Sentiment analysis in non-fixed length audios using a Fully Convolutional Neural Network MT García-Ordás, H Alaiz-Moretón, JA Benítez-Andrades, ... Biomedical Signal Processing and Control 69, 102946, 2021 | 33 | 2021 |
| Detecting racism and xenophobia using deep learning models on Twitter data: CNN, LSTM and BERT JA Benítez-Andrades, Á González-Jiménez, Á López-Brea, ... PeerJ Computer Science 8, e906, 2022 | 31 | 2022 |
| Socioeconomic status in adolescents: A study of its relationship with overweight and obesity and influence on social network configuration N Arias, MD Calvo, JA Benítez-Andrades, MJ Álvarez, B Alonso-Cortés, ... International Journal of Environmental Research and Public Health 15 (9), 2014, 2018 | 29 | 2018 |
| A Web‐Based Tool for Automatic Data Collection, Curation, and Visualization of Complex Healthcare Survey Studies including Social Network Analysis JA Benítez, JE Labra, E Quiroga, V Martín, I García, P Marqués-Sánchez, ... Computational and Mathematical Methods in Medicine 2017 (1), 2579848, 2017 | 28 | 2017 |
| Heart disease risk prediction using deep learning techniques with feature augmentation MT García-Ordás, M Bayón-Gutiérrez, C Benavides, J Aveleira-Mata, ... Multimedia Tools and Applications 82 (20), 31759-31773, 2023 | 27 | 2023 |
| Feasibility of social-network-based eHealth intervention on the improvement of healthy habits among children JA Benítez-Andrades, N Arias, MT García-Ordás, M Martínez-Martínez, ... Sensors 20 (5), 1404, 2020 | 25 | 2020 |
| Social network analysis for personalized characterization and risk assessment of alcohol use disorders in adolescents using semantic technologies JA Benítez-Andrades, I García-Rodríguez, C Benavides, H Alaiz-Moretón, ... Future Generation Computer Systems 106, 154-170, 2020 | 22 | 2020 |
| An ontology-based multi-domain model in social network analysis: Experimental validation and case study JA Benítez-Andrades, I García-Rodríguez, C Benavides, H Alaiz-Moretón, ... Information Sciences 540, 390-413, 2020 | 19 | 2020 |
| BERT Model-Based Approach For Detecting Categories of Tweets in the Field of Eating Disorders (ED) JA Benítez-Andrades, JM Alija-Pérez, I García-Rodríguez, C Benavides, ... 2021 IEEE 34th International Symposium on Computer-Based Medical Systems …, 2021 | 18 | 2021 |
| eHealth intervention to improve health habits in the adolescent population: mixed methods study C Benavides, JA Benítez-Andrades, P Marqués-Sánchez, N Arias JMIR mHealth and uHealth 9 (2), e20217, 2021 | 18 | 2021 |
| Evaluation of country dietary habits using machine learning techniques in relation to deaths from COVID-19 MT García-Ordás, N Arias, C Benavides, O García-Olalla, ... Healthcare 8 (4), 371, 2020 | 15 | 2020 |
| Clustering techniques selection for a hybrid regression model: a case study based on a solar thermal system MT García-Ordás, H Alaiz-Moretón, JL Casteleiro-Roca, E Jove, ... Cybernetics and Systems 54 (3), 286-305, 2023 | 13 | 2023 |
| A case study of university student networks and the COVID-19 pandemic using a social network analysis approach in halls of residence JA Benítez-Andrades, T Fernández-Villa, C Benavides, ... Scientific Reports 11 (1), 14877, 2021 | 12 | 2021 |
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