Centro de Investigación en Tecnoloxías Intelixentes (CITIUS)

2022

1. A Targeted Assessment of the Syntactic Abilities of Transformer Models for Galician-Portuguese

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

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

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

3. 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

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

   Engineering Applications of Artificial Intelligence, Vol. 115

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

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

6. An exploration of the semantic knowledge in vector models: polysemy, synonymy and idiomaticity

   SEPLN-PD 2022: Annual Conference of the Spanish Association for Natural Language Processing 2022: Projects and Demonstrations (CEUR Workshop Proceedings), pp. 35-38

7. An exploration of the semantic knowledge in vector models: polysemy, synonymy and idiomaticity

   CEUR Workshop Proceedings

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

   Neurocomputing, Vol. 512, pp. 203-224

9. 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

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

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

11. Dealing with hallucination and omission in neural Natural Language Generation: A use case on meteorology

    15th International Natural Language Generation Conference, INLG 2022

12. Design of a 5-bit Signed SRAM-based In-Memory Computing Cell for Deep Learning Models

    Proceedings - IEEE International Symposium on Circuits and Systems

13. Do We Still Need Human Assessors' Prompt-Based GPT-3 User Simulation in Conversational AI

    ACM International Conference Proceeding Series

14. FCE: Feedback Based Counterfactual Explanations for Explainable AI

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

15. Fast Support Vector Classification for Large-Scale Problems

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

16. ICA2TEXT: A system for the automatic natural language description of air quality time series

    CEUR Workshop Proceedings

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

    Neurocomputing, Vol. 489, pp. 1-8

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

    Pattern Recognition, Vol. 131

19. 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

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

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