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pro vyhledávání: '"Naretto, Francesca"'
Autor:
Bodria, Francesco, Giannotti, Fosca, Guidotti, Riccardo, Naretto, Francesca, Pedreschi, Dino, Rinzivillo, Salvatore
The widespread adoption of black-box models in Artificial Intelligence has enhanced the need for explanation methods to reveal how these obscure models reach specific decisions. Retrieving explanations is fundamental to unveil possible biases and to
Externí odkaz:
http://arxiv.org/abs/2102.13076
Autor:
Guidotti, Riccardo, Monreale, Anna, Ruggieri, Salvatore, Naretto, Francesca, Turini, Franco, Pedreschi, Dino, Giannotti, Fosca
Publikováno v:
Data Mining & Knowledge Discovery; Sep2024, Vol. 38 Issue 5, p2825-2862, 38p
Akademický článek
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Akademický článek
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Autor:
Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Francesca Naretto, Franco Turini, Dino Pedreschi, Fosca Giannotti
Publikováno v:
Data Mining and Knowledge Discovery.
Recent years have witnessed the rise of accurate but obscure classification models that hide the logic of their internal decision processes. Explaining the decision taken by a black-box classifier on a specific input instance is therefore of striking
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::28c83e4f580cff7588666a659c43f7d8
https://doi.org/10.1007/s10618-022-00878-5
https://doi.org/10.1007/s10618-022-00878-5
Autor:
Dushi, Desara, Naretto, Francesca, Panigutti, Cecilia, Pratesi, Francesca, Law Science Technology and Society, Metajuridica
We summarize the first Workshop on Imagining the AI Landscape after the AI Act (IAIL 2022), co-located with 1st International Conference on Hybrid Human-Artificial Intelligence (HHAI 2022), held on June 13, 2022 in Amsterdam, Netherlands.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3848::da518ced41b1e7e970f9ed9583a1591e
https://hdl.handle.net/20.500.14017/95ab2643-1bae-439b-8135-fa8bbfd3cc38
https://hdl.handle.net/20.500.14017/95ab2643-1bae-439b-8135-fa8bbfd3cc38
Autor:
Dushi, Desara, Naretto, Francesca, Panigutti, Cecilia, Pratesi, Francesca, Law Science Technology and Society, Metajuridica
Proceedings of the first Workshop on Imagining the AI Landscape after the AI Act (IAIL 2022), co-located with 1st International Conference on Hybrid Human-Artificial Intelligence (HHAI 2022), held on June 13, 2022 in Amsterdam, Netherlands.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3848::e747516a08a7b2495377bd27e19bb968
https://hdl.handle.net/20.500.14017/3395a286-485e-45f3-a10a-feccf6fe2a62
https://hdl.handle.net/20.500.14017/3395a286-485e-45f3-a10a-feccf6fe2a62
In recent years we are witnessing the diffusion of AI systems based on powerful Machine Learning models which find application in many critical contexts such as medicine, financial market and credit scoring. In such a context it is particularly impor
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9d17c8a268ef731079550429611df135
https://hdl.handle.net/11384/125582
https://hdl.handle.net/11384/125582