Centro de Investigación en Tecnoloxías Intelixentes (CITIUS)

2021

1. A Framework for Analyzing Fairness, Accountability, Transparency and Ethics: A Use-case in Banking Services

   IEEE International Conference on Fuzzy Systems

2. A Methodology to Measure the Diachronic Language Distance between Three Languages Based on Perplexity

   Journal of Quantitative Linguistics, Vol. 28, Núm. 4, pp. 306-336

3. A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence

   IEEE Access, Vol. 9, pp. 11974-12001

4. A community-powered search of machine learning strategy space to find NMR property prediction models

   PLoS ONE, Vol. 16, Núm. 7 July

5. A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging

   Medical Image Analysis, Vol. 67

6. A multilayer multimodal detection and prediction model based on explainable artificial intelligence for Alzheimer’s disease

   Scientific Reports, Vol. 11, Núm. 1

7. A new data augmentation technique for the CNN-based classification of hyperspectral imagery

   Proceedings of SPIE - The International Society for Optical Engineering

8. Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token Levels

   59TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 11TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING (ACL-IJCNLP 2021), VOL 1

9. Assessing the representations of idiomaticity in vector models with a noun compound dataset labeled at type and token levels

   ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference

10. Citius at fakedes 2021: A hybrid strategy for fake news detection

    CEUR Workshop Proceedings

11. Comparing Traditional and Neural Approaches for Detecting Health-Related Misinformation

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

12. Comparing traditional machine learning methods for covid-19 fake news

    2021 22nd International Arab Conference on Information Technology, ACIT 2021

13. Concept Drift Detection and Adaptation for Robotics and Mobile Devices in Federated and Continual Settings

    Advances in Intelligent Systems and Computing

14. Corpus-based Methodology for an Online Multilingual Collocations Dictionary: First Steps

    Proceedings of Electronic Lexicography in the 21st Century Conference

15. Extreme learning machine with confidence interval based bias initialization

    2021 2nd International Conference on Intelligent Data Science Technologies and Applications, IDSTA 2021

16. Fast SVC for large-scale classification problems

    IEEE Transactions on Pattern Analysis and Machine Intelligence

17. Fuzzy Temporal Protoforms for the Quantitative Description of Processes in Natural Language

    IEEE International Conference on Fuzzy Systems

18. Hybrid intelligence strategies for identifying, classifying and analyzing political bots

    Social Sciences, Vol. 10, Núm. 10

19. Interactive Natural Language Technology for Explainable Artificial Intelligence

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

20. Overview of eRisk 2021: Early Risk Prediction on the Internet

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