Publicaciones (78) Publicaciones de Mª TERESA GARCÍA ORDÁS

2024

  1. Determining the severity of Parkinson’s disease in patients using a multi task neural network

    Multimedia Tools and Applications, Vol. 83, Núm. 2, pp. 6077-6092

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

    Health Information Science and Systems, Vol. 12, Núm. 1

2023

  1. A Granularity Invariant Method for the Classification of Energy Production Time Series in Photovoltaic Plants

    IEEE Access, Vol. 11, pp. 16923-16933

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

    Applied Intelligence, Vol. 53, Núm. 19, pp. 22991-23003

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

    PloS one, Vol. 18, Núm. 8, pp. e0289553

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

    Cybernetics and Systems, Vol. 54, Núm. 3, pp. 286-305

  5. Comparative Analysis of Intelligent Techniques for Categorization of the Operational Status of LiFePo4 Batteries

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  6. Convolutional neural networks for accurate identification of mining remains from UAV-derived images

    Applied Intelligence, Vol. 53, Núm. 24, pp. 30469-30481

  7. Early Detection of Autism Spectrum Disorder through AI-Powered Analysis of Social Media Texts

    2023 IEEE 36TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, CBMS

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

    Semantic Web, pp. 1-20

  9. Heart disease risk prediction using deep learning techniques with feature augmentation

    Multimedia Tools and Applications, Vol. 82, Núm. 20, pp. 31759-31773

  10. Impact of Autoencoder Latent Space on IoT CoAP Attack Categorization

    Lecture Notes in Networks and Systems

  11. Imputation of missing measurements in PV production data within constrained environments

    Expert Systems with Applications, Vol. 217

  12. Machine Learning Based System for Detecting Battery State-of-Health

    18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), pp. 165-173

  13. Machine Learning Based System for Detecting Battery State-of-Health

    Lecture Notes in Networks and Systems

  14. Multispecies bird sound recognition using a fully convolutional neural network

    Applied Intelligence, Vol. 53, Núm. 20, pp. 23287-23300

  15. One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  16. Survival and grade of the glioma prediction using transfer learning

    PeerJ Computer Science, Vol. 9

  17. Text Classification of Users Claiming to Have ASD Using Traditional Machine Learning Techniques

    Springer Proceedings in Earth and Environmental Sciences (Springer Nature), pp. 202-208

2022

  1. BERT Model-Based Approach for Detecting Racism and Xenophobia on Twitter Data

    Metadata and Semantic Research, pp. 148-158