Publicaciones (154) Publicaciones en las que ha participado algún/a investigador/a

2024

  1. A novel intelligent approach for man-in-the-middle attacks detection over internet of things environments based on message queuing telemetry transport

    Expert Systems, Vol. 41, Núm. 2

  2. Analysis of synchronous localization systems for UAVs urban applications

    Neurocomputing, Vol. 564

  3. Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices

    Logic Journal of the IGPL, Vol. 32, Núm. 2, pp. 352-365

  4. 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

  5. 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

  6. Improve quality of service for the Internet of Things using Blockchain & machine learning algorithms

    Internet of Things (Netherlands), Vol. 26

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. Categorization of CoAP DoS Attack Based on One-Class Boundary Methods

    Lecture Notes in Networks and Systems

  5. Characterization of threats in IoT from an MQTT protocol-oriented dataset

    Complex and Intelligent Systems, Vol. 9, Núm. 5, pp. 5281-5296

  6. 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

  7. 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)

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

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

  9. Denial of Service Attack Detection Based on Feature Extraction and Supervised Techniques

    Lecture Notes in Networks and Systems

  10. Desarrollo de un HMI en ROS-MATLAB para la teleoperación de robots industriales

    XLIV Jornadas de Automática

  11. Desarrollo de un HMI en ROS-MATLAB para la teleoperación de robots industriales

    XLIV Jornadas de Automática: libro de actas: Universidad de Zaragoza, Escuela de Ingeniería y Arquitectura, 6, 7 y 8 de septiembre de 2023, Zaragoza

  12. 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

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

    Semantic Web, pp. 1-20

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

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