Publications

Fabrizio Angiulli, Francesco De Luca, Fabio Fassetti, Simona Nisticó (2024). Large Language Models-Based Local Explanations of Text Classifiers. International Conference on Discovery Science.
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Jamsher Bhanbhro, Simona Nisticò, Luigi Palopoli (2024). Issues in federated learning: some experiments and preliminary results. Scientific Reports.
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Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli (2024). Explaining outliers and anomalous groups via subspace density contrastive loss. Machine Learning.
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Francesco Scarcello, Simona Nisticò, Luigi Palopoli (2024). Artificial Intelligence. Reference Module in Life Sciences.
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Luca Ferragina, Simona Nisticò (2024). A Clustering-based Approach for Interpreting Black-box Models. Proceedings of the 32nd Symposium on Advanced Database Systems, Villasimius, Italy, June 23rd to 26th, 2024, CEUR WORKSHOP PROCEEDINGS.
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Simona Nisticò (2023). Towards reliable machine learning. European Conference on Advances in Databases and Information Systems.
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Fabrizio Angiulli, Fabio Fassetti, Simona Nisticó, Luigi Palopoli (2023). Counterfactuals Explanations for Outliers via Subspaces Density Contrastive Loss. International Conference on Discovery Science.
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Simona Nisticò, Luigi Palopoli, Adele Pia Romano (2023). Audio super-resolution via vision transformer. Journal of Intelligent Information Systems.
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Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli (2022). Outlier explanation through masking models. European Conference on Advances in Databases and Information Systems.
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Simona Nisticò, Luigi Palopoli, Adele Pia Romano (2022). Audio super-resolution via vision transformer. International Symposium on Methodologies for Intelligent Systems.
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