Centro de Investigación en Tecnoloxías Intelixentes (CITIUS)

2022

1. A comparison of machine learning algorithms for forecasting indoor temperature in smart buildings

   Energy Systems, Vol. 13, Núm. 3, pp. 689-705

2. A comparison of machine learning algorithms on design smell detection using balanced and imbalanced dataset: A study of God class

   Information and Software Technology, Vol. 143

3. A multistage retrieval system for health-related misinformation detection

   Engineering Applications of Artificial Intelligence, Vol. 115

4. An empirical study on how humans appreciate automated counterfactual explanations which embrace imprecise information

   Information Sciences, Vol. 618, pp. 379-399

5. Automatic detection of Alzheimer's disease progression: An efficient information fusion approach with heterogeneous ensemble classifiers

   Neurocomputing, Vol. 512, pp. 203-224

6. Automatic generation of textual descriptions in data-to-text systems using a fuzzy temporal ontology: Application in air quality index data series

   Applied Soft Computing, Vol. 119

7. Concept drift detection and adaptation for federated and continual learning

   Multimedia Tools and Applications, Vol. 81, Núm. 3, pp. 3397-3419

8. FCE: Feedback Based Counterfactual Explanations for Explainable AI

   IEEE Access, Vol. 10, pp. 72363-72372

9. Fast Support Vector Classification for Large-Scale Problems

   IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 44, Núm. 10, pp. 6184-6195

10. Ideal kernel tuning: Fast and scalable selection of the radial basis kernel spread for support vector classification

    Neurocomputing, Vol. 489, pp. 1-8

11. Incremental Learning from Low-labelled Stream Data in Open-Set Video Face Recognition

    Pattern Recognition, Vol. 131

12. Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance

    Future Generation Computer Systems, Vol. 133, pp. 68-83

13. Meta-heuristics for generation of linguistic descriptions of weather data: Experimental comparison of two approaches

    Fuzzy Sets and Systems, Vol. 443, pp. 173-202

14. Quick extreme learning machine for large-scale classification

    Neural Computing and Applications, Vol. 34, Núm. 8, pp. 5923-5938

15. Real-Time Focused Extraction of Social Media Users

    IEEE Access, Vol. 10, pp. 42607-42622

16. Stochastic embeddings of dynamical phenomena through variational autoencoders

    Journal of Computational Physics, Vol. 454

17. Use of neural networks for triage of SARS-CoV-2

    Bionatura, Vol. 7, Núm. 3