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Francesco Bodria
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Benchmarking and survey of explanation methods for black box models
F Bodria, F Giannotti, R Guidotti, F Naretto, D Pedreschi, S Rinzivillo
Data Mining and Knowledge Discovery 37 (5), 1719-1778, 2023
1772023
Explainability methods for natural language processing: Applications to sentiment analysis (discussion paper)
F Bodria, A Panisson, A Perotti, S Piaggesi
In Proceedings of Italian Symposium on Advanced Database Systems 2646, 100-107, 2020
282020
Explaining Black Box with Visual Exploration of Latent Space.
F Bodria, S Rinzivillo, D Fadda, R Guidotti, F Giannotti, D Pedreschi
EuroVis (Short Papers), 85-89, 2022
62022
Interpretable latent space to enable counterfactual explanations
F Bodria, R Guidotti, F Giannotti, D Pedreschi
International Conference on Discovery Science, 525-540, 2022
32022
Explainable for Trustworthy AI
F Giannotti, F Naretto, F Bodria
Human-Centered Artificial Intelligence: Advanced Lectures 13500, 175, 2023
22023
Explainable for Trustworthy AI
F Giannotti, F Naretto, F Bodria
ECCAI Advanced Course on Artificial Intelligence, 175-195, 2021
22021
Transparent Latent Space Counterfactual Explanations for Tabular Data
F Bodria, R Guidotti, F Giannotti, D Pedreschi
2022 IEEE 9th International Conference on Data Science and Advanced …, 2022
12022
Benchmark Analysis of Black Box Local Explanation Methods.
F Naretto, F Bodria, F Giannotti, D Pedreschi
XAI. it@ AI* IA, 73-87, 2022
12022
Understanding and Exploiting the Latent Space to improve Machine Learning models eXplainability
F Bodria
Scuola Normale Superiore, 2023
2023
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