| 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 | 102 | 2020 |
| Tool wear monitoring using an online, automatic and low cost system based on local texture MT García-Ordás, E Alegre-Gutiérrez, R Alaiz-Rodríguez, ... Mechanical systems and signal processing 112, 98-112, 2018 | 84 | 2018 |
| A computer vision approach to analyze and classify tool wear level in milling processes using shape descriptors and machine learning techniques MT García-Ordás, E Alegre, V González-Castro, R Alaiz-Rodríguez The International Journal of Advanced Manufacturing Technology 90, 1947-1961, 2017 | 64 | 2017 |
| 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 | 62 | 2021 |
| A comparative study on feature selection for a risk prediction model for colorectal cancer N Cueto-López, MT García-Ordás, V Dávila-Batista, V Moreno, ... Computer methods and programs in biomedicine 177, 219-229, 2019 | 51 | 2019 |
| Texture and moments-based classification of the acrosome integrity of boar spermatozoa images E Alegre, V González-Castro, R Alaiz-Rodríguez, MT García-Ordás Computer Methods and Programs in Biomedicine 108 (2), 873-881, 2012 | 34 | 2012 |
| Implementing local-explainability in gradient boosting trees: feature contribution Á Delgado-Panadero, B Hernández-Lorca, MT García-Ordás, ... Information Sciences 589, 199-212, 2022 | 32 | 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 | 26 | 2022 |
| 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 | 26 | 2021 |
| 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 | 22 | 2020 |
| Adaptive local binary pattern with oriented standard deviation (ALBPS) for texture classification O García-Olalla, E Alegre, L Fernández-Robles, MT García-Ordás, ... EURASIP Journal on Image and Video Processing 2013, 1-11, 2013 | 22 | 2013 |
| 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 | 21 | 2022 |
| Combining shape and contour features to improve tool wear monitoring in milling processes MT García-Ordás, E Alegre-Gutiérrez, V González-Castro, ... International Journal of Production Research 56 (11), 3901-3913, 2018 | 20 | 2018 |
| 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 | 16 | 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 | 14 | 2020 |
| Vitality assessment of boar sperm using an adaptive LBP based on oriented deviation O García-Olalla, E Alegre, L Fernández-Robles, MT García-Ordás Computer Vision-ACCV 2012 Workshops: ACCV 2012 International Workshops …, 2013 | 13 | 2013 |
| Adaptive pattern spectrum image description using euclidean and geodesic distance without training for texture classification V Gonzalez-Castro, E Alegre, O Garcia-Olalla, L Fernández-Robles, ... IET Computer Vision 6 (6), 581-589, 2012 | 13 | 2012 |
| Evaluation of feature selection techniques for breast cancer risk prediction NC López, MT García-Ordás, F Vitelli-Storelli, P Fernández-Navarro, ... International Journal of Environmental Research and Public Health 18 (20), 10670, 2021 | 12 | 2021 |
| 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 | 11 | 2023 |
| 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 | 11 | 2023 |
