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MARÍA TERESA GARCÍA ORDÁS
MARÍA TERESA GARCÍA ORDÁS
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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
1022020
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
852018
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
642017
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
622021
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
502019
Implementing local-explainability in gradient boosting trees: feature contribution
Á Delgado-Panadero, B Hernández-Lorca, MT García-Ordás, ...
Information Sciences 589, 199-212, 2022
342022
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
342012
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
272022
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
262021
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
222020
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
222013
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
212022
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
202018
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
162021
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
142020
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
132021
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
132013
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
132012
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
122023
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
112023
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