| Towards harnessing natural language generation to explain black-box models E Mariotti, JM Alonso, A Gatt 2nd Workshop on interactive natural language technology for explainable …, 2020 | 20 | 2020 |
| A framework for analyzing fairness, accountability, transparency and ethics: A use-case in banking services E Mariotti, JM Alonso, R Confalonieri 2021 IEEE international conference on fuzzy systems (FUZZ-IEEE), 1-6, 2021 | 13 | 2021 |
| A confusion matrix for evaluating feature attribution methods A Arias-Duart, E Mariotti, D Garcia-Gasulla, JM Alonso-Moral Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 4 | 2023 |
| Measuring model understandability by means of Shapley additive explanations E Mariotti, JM Alonso-Moral, A Gatt 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2022 | 4 | 2022 |
| Beyond Prediction Similarity: ShapGAP for Evaluating Faithful Surrogate Models in XAI E Mariotti, A Sivaprasad, JMA Moral https://doi.org/10.1007/978-3-031-44064-9_10, 2023 | 3 | 2023 |
| Exploring the balance between interpretability and performance with carefully designed constrainable neural additive models E Mariotti, JMA Moral, A Gatt Information Fusion, 101882, 2023 | 1 | 2023 |
| The performance of the MAGIC telescopes using deep convolutional neural networks with CTLearn T Miener, D Nieto, R López-Coto, JL Contreras, JG Green, EM Green, D arXiv preprint arXiv:2211.16009, 2022 | 1 | 2022 |
| Prometheus: Harnessing Fuzzy Logic and Natural Language for Human-centric Explainable Artificial Intelligence AG Ettore Mariotti, Jose M. Alonso-Moral XX Spanish Congress on Fuzzy Logic and Technologies, 2021 | | 2021 |
| Markov Fading Channels E Mariotti, U Michieli, P Tonello, M Rossi | | 2017 |
