LENGUAJES Y SISTEMAS INFORMÁTICOS

2024

1. A Distributed Particle Swarm Optimization Algorithm Based on Apache Spark for Asynchronous Parallel Training of Deep Neural Networks

   ACM International Conference Proceeding Series

2. A Flexible Big Data System for Credibility-Based Filtering of Social Media Information According to Expertise

   International Journal of Computational Intelligence Systems, Vol. 17, Núm. 1

3. A Fuzzy-Based IoMT Intelligent Data Platform for Enhanced Glucose Data Interpretation and Healthcare Assistance

   IEEE International Conference on Fuzzy Systems

4. A GPU-accelerated adaptation of the PSO algorithm for multi-objective optimization applied to artificial neural networks to predict energy consumption

   Applied Soft Computing, Vol. 160

5. A New Engineering for the Perfect Compass and its Use in Mathematics Education

   International Journal for Technology in Mathematics Education, Vol. 31, Núm. 2, pp. 71-78

6. A Novel Non-Intrusive Load Monitoring Algorithm for Unsupervised Disaggregation of Household Appliances

   Information (Switzerland), Vol. 15, Núm. 2

7. A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends

   IEEE/CAA Journal of Automatica Sinica, Vol. 11, Núm. 4, pp. 824-850

8. A comparative analysis of machine learning methods for display characterization

   Displays, Vol. 85

9. A semi-automatic mHealth system using wearable devices for identifying pain-related parameters in elderly individuals

   International Journal of Medical Informatics, Vol. 184

10. AL-MUSACTRA: A Unified Digital Platform for Inclusive Access to the Cultural Heritage of Andalusia

    26th International Symposium on Computers in Education, SIIE 2024

11. ARTDET: Machine learning software for automated detection of art deterioration in easel paintings

    SoftwareX, Vol. 28

12. Adaptative Videogames for Education: An Initial Study

    Communications in Computer and Information Science

13. An AI knowledge-based system for police assistance in crime investigation

    Expert Systems

14. An Application of Fuzzy Symbolic Time-Series for Energy Demand Forecasting

    International Journal of Fuzzy Systems, Vol. 26, Núm. 3, pp. 703-717

15. An Efficient Green AI Approach to Time Series Forecasting Based on Deep Learning

    Big Data and Cognitive Computing, Vol. 8, Núm. 9

16. Analizando la utilización de Scrum como metodología para transferir conocimiento en la educación universitaria de la Informática

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 9, pp. 93-100

17. Analysis of a Parallel and Distributed BPSO Algorithm for EEG Classification: Impact on Energy, Time and Accuracy

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

18. Anomaly Detection in Industrial Production Products Using OPC-UA and Deep Learning

    Proceedings of the 13th International Conference on Data Science, Technology and Applications, DATA 2024

19. Applying Evolutionary Algorithms for Service Function Chaining in 5G Networks

    2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings

20. Applying evolutionary methods for the optimization of an intrusion detection system to detect anomalies in network traffic flows

    Advances in Computers (Academic Press Inc.), pp. 313-347