Centro de Investigación en Tecnoloxías Intelixentes (CITIUS)

2024

1. An Empirical Study on the Number of Items in Human Evaluation of Automatically Generated Texts

   Procesamiento del lenguaje natural, Núm. 72, pp. 45-55

2. An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence

   IEEE Intelligent Systems, Vol. 39, Núm. 1, pp. 18-28

3. An unsupervised perplexity-based method for boilerplate removal

   Natural Language Engineering, Vol. 30, Núm. 1, pp. 132-149

4. Closed-Form Gaussian Spread Estimation for Small and Large Support Vector Classification

   IEEE Transactions on Neural Networks and Learning Systems

5. Deep learning with simulated laser scanning data for 3D point cloud classification

   ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 215, pp. 192-213

6. Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring

   IEEE Transactions on Knowledge and Data Engineering, Vol. 36, Núm. 1, pp. 137-151

7. Enriching interactive explanations with fuzzy temporal constraint networks

   International Journal of Approximate Reasoning, Vol. 171

8. Exploiting recurrent graph neural networks for suffix prediction in predictive monitoring

   Computing, Vol. 106, Núm. 9, pp. 3085-3111

9. How to Build Self-Explaining Fuzzy Systems: From Interpretability to Explainability [AI-eXplained]

   IEEE Computational Intelligence Magazine, Vol. 19, Núm. 1, pp. 81-82

10. IAT/ML: a metamodel and modelling approach for discourse analysis

    Software and Systems Modeling, Vol. 23, Núm. 5, pp. 1157-1181

11. Information-seeking dialogue for explainable artificial intelligence: Modelling and analytics

    Argument and Computation, Vol. 15, Núm. 1, pp. 49-107

12. Neural networks allow the automatic verification of the type of flour, analysing the starch granule morphology, to ensure the protected geographical indication ‘Galician Bread’

    Food Control, Vol. 158

13. Operationalizing Explainable Artificial Intelligence in the European Union Regulatory Ecosystem

    IEEE Intelligent Systems, Vol. 39, Núm. 4, pp. 37-48

14. Quick Hidden Layer Size Tuning in ELM for Classification Problems

    Mendel, Vol. 30, Núm. 1, pp. 1-14

15. ResNeTS: A ResNet for Time Series Analysis of Sentinel-2 Data Applied to Grassland Plant-Biodiversity Prediction

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, pp. 17349-17370

16. TextFocus: Assessing the Faithfulness of Feature Attribution Methods Explanations in Natural Language Processing

    IEEE Access, Vol. 12, pp. 138870-138880

17. Training and evaluation of vector models for Galician

    Language Resources and Evaluation, Vol. 58, Núm. 4, pp. 1419-1462

18. VERONA: A python library for benchmarking deep learning in business process monitoring

    SoftwareX, Vol. 26