LIDIA

2024

1. A novel framework for generic Spark workload characterization and similar pattern recognition using machine learning

   Journal of Parallel and Distributed Computing, Vol. 189

2. 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

3. A review of green artificial intelligence: Towards a more sustainable future

   Neurocomputing, Vol. 599

4. Addressing the data bottleneck in medical deep learning models using a human-in-the-loop machine learning approach

   Neural Computing and Applications, Vol. 36, Núm. 5, pp. 2597-2616

5. Amparo Alonso Betanzos, catedrática na UDC e presidenta da Asociación da IA: " É imprescindible asegurar que a IA estea ao servizo das persoas "

   Tempos novos: revista mensual de información para o debate, Núm. 320, pp. 42-49

6. An agent-based model to simulate the public acceptability of social innovations

   Expert Systems

7. An effective and efficient green federated learning method for one-layer neural networks

   Proceedings of the ACM Symposium on Applied Computing

8. Analysis of voice recordings features for Classification of Parkinson's Disease

   Proceedings of the ACM Symposium on Applied Computing

9. CUDA acceleration of MI-based feature selection methods

   Journal of Parallel and Distributed Computing, Vol. 190

10. Explained anomaly detection in text reviews: Can subjective scenarios be correctly evaluated?

    Engineering Applications of Artificial Intelligence, Vol. 133

11. Fed-mRMR: A lossless federated feature selection method

    Information Sciences, Vol. 669

12. Finding a needle in a haystack: insights on feature selection for classification tasks

    Journal of Intelligent Information Systems, Vol. 62, Núm. 2, pp. 459-483

13. O reto da intelixencia artificial

    Olga gallego na vangarda (1923-2023): novos retos para os arquivos: Actas V Xornadas Olga Gallego de Arquivos. Santiago de Compostela, 23-24 de noviembre de 2023

14. Positive-Unlabelled learning for identifying new candidate Dietary Restriction-related genes among ageing-related genes

    Computers in Biology and Medicine, Vol. 180

15. Preface

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

16. RUL Prediction of Lithium-ion Batteries using a Federated and Homomorphically Encrypted Learning Method

    Proceedings of the ACM Symposium on Applied Computing

17. Simulating the Role of Norms in Processes of Social Innovation: Three Case Studies

    JASSS, Vol. 27, Núm. 1

18. Spatial–temporal feature-based End-to-end Fourier network for 3D sign language recognition

    Expert Systems with Applications, Vol. 248

19. Sustainable transparency on recommender systems: Bayesian ranking of images for explainability

    Information Fusion, Vol. 111

20. The imbalance problem: A comparison of sampling approaches using different parameters and feature selection methods in the context of classification

    Expert Systems, Vol. 41, Núm. 8