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María Teresa García-Ordás

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

Feb 14, 2024
José Alberto Benítez-Andrades, María Teresa García-Ordás, María Álvarez-González, Raquel Leirós-Rodríguez, Ana F López Rodríguez

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Implementing local-explainability in Gradient Boosting Trees: Feature Contribution

Feb 14, 2024
Ángel Delgado-Panadero, Beatriz Hernández-Lorca, María Teresa García-Ordás, José Alberto Benítez-Andrades

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

Feb 10, 2024
María Teresa García-Ordás, Héctor Alaiz-Moretón, José-Luis Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Héctor Quintián, José Luis Calvo-Rolle

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

Feb 08, 2024
José Alberto Benítez-Andrades, José-Manuel Alija-Pérez, Maria-Esther Vidal, Rafael Pastor-Vargas, María Teresa García-Ordás

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

Feb 08, 2024
José Alberto Benítez-Andrades, María Teresa García-Ordás, Mayra Russo, Ahmad Sakor, Luis Daniel Fernandes Rotger, Maria-Esther Vidal

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Heart disease risk prediction using deep learning techniques with feature augmentation

Feb 08, 2024
María Teresa García-Ordás, Martín Bayón-Gutiérrez, Carmen Benavides, Jose Aveleira-Mata, José Alberto Benítez-Andrades

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Determining the severity of Parkinson's disease in patients using a multi task neural network

Feb 08, 2024
María Teresa García-Ordás, José Alberto Benítez-Andrades, Jose Aveleira-Mata, José-Manuel Alija-Pérez, Carmen Benavides

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Multispecies bird sound recognition using a fully convolutional neural network

Feb 08, 2024
María Teresa García-Ordás, Sergio Rubio-Martín, José Alberto Benítez-Andrades, Hector Alaiz-Moretón, Isaías García-Rodríguez

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A generalized decision tree ensemble based on the NeuralNetworks architecture: Distributed Gradient Boosting Forest (DGBF)

Feb 04, 2024
Ángel Delgado-Panadero, José Alberto Benítez-Andrades, María Teresa García-Ordás

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Adolescent relational behaviour and the obesity pandemic: A descriptive study applying social network analysis and machine learning techniques

Feb 04, 2024
Pilar Marqués-Sánchez, María Cristina Martínez-Fernández, José Alberto Benítez-Andrades, Enedina Quiroga-Sánchez, María Teresa García-Ordás, Natalia Arias-Ramos

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