Centro de Investigación en Tecnoloxías Intelixentes (CITIUS)

2023

1. S2 -LOR: Supervised Stream Learning for Object Recognition

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

2. A Confusion Matrix for Evaluating Feature Attribution Methods

   IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

3. A full data augmentation pipeline for small object detection based on generative adversarial networks

   Pattern Recognition, Vol. 133

4. An Ensemble-Based Phenotype Classifier to Diagnose Crohn’s Disease from 16s rRNA Gene Sequences

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

5. An empirically supported approach to the treatment of imprecision in vague reasoning

   International Journal of Approximate Reasoning, Vol. 161

6. Annotation of lexical bundles with discourse functions in a Spanish academic corpus

   19th Workshop on Multiword Expressions, MWE 2023 - Proceedings

7. Beyond Prediction Similarity: ShapGAP for Evaluating Faithful Surrogate Models in XAI

   Communications in Computer and Information Science

8. Contextualized word senses: From attention to compositionality

   Linguistics Vanguard, Vol. 9, Núm. 1, pp. 191-203

9. Deep Learning for Predictive Business Process Monitoring: Review and Benchmark

   IEEE Transactions on Services Computing, Vol. 16, Núm. 1, pp. 739-756

10. Depth Estimation and Image Restoration by Deep Learning From Defocused Images

    IEEE Transactions on Computational Imaging, Vol. 9, pp. 607-619

11. DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media

    Proceedings of the Annual Meeting of the Association for Computational Linguistics

12. Ensemble and continual federated learning for classification tasks

    Machine Learning, Vol. 112, Núm. 9, pp. 3413-3453

13. Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence

    Information Fusion, Vol. 99

14. Exploring the balance between interpretability and performance with carefully designed constrainable Neural Additive Models

    Information Fusion, Vol. 99

15. IAT/ML: A Domain-Specific Approach for Discourse Analysis and Processing

    Lecture Notes in Business Information Processing

16. Learning Context-Based Representations of Events in Complex Processes

    Proceedings - 2023 IEEE International Conference on Web Services, ICWS 2023

17. Multi3Generation: Multitask, Multilingual, and Multimodal Language Generation

    Open Research Europe, Vol. 3

18. Overview of eRisk at CLEF 2023: Early Risk Prediction on the Internet (Extended Overview)

    CEUR Workshop Proceedings

19. Overview of eRisk 2023: Early Risk Prediction on the Internet

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

20. Requirements Classification Using FastText and BETO in Spanish Documents

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