Zobrazeno 1 - 10
of 20
pro vyhledávání: '"Francesco Sovrano"'
Publikováno v:
J, Vol 5, Iss 1, Pp 126-138 (2022)
On 21 April 2021, the European Commission proposed the first legal framework on Artificial Intelligence (AI) to address the risks posed by this emerging method of computation. The Commission proposed a Regulation known as the AI Act. The proposed AI
Externí odkaz:
https://doaj.org/article/a8e52d03c3cb43dcb9dc4646ef63ca2b
Autor:
Francesco Sovrano, Giulio Masetti
Publikováno v:
ICEGOV 2022-15th International Conference on Theory and Practice of Electronic Governance, pp. 492–498, Guimarães, Portugal, 04-07/10/2022
The AI Act has been recently proposed by the European Commission to regulate the use of AI in the EU, especially on high-risk applications, i.e. systems intended to be used as safety components in the management and operation of road traffic and the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a5a46f973669093c69b1a8e6af018c5e
https://hdl.handle.net/11585/904474
https://hdl.handle.net/11585/904474
Human environments are often regulated by explicit and complex rulesets. Integrating Reinforcement Learning (RL) agents into such environments motivates the development of learning mechanisms that perform well in rule-dense and exception-ridden envir
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::918636c89c13f51676343d86ff753156
https://hdl.handle.net/11585/845318
https://hdl.handle.net/11585/845318
Autor:
Francesco Sovrano, Fabio Vitali
Explainable AI was born as a pathway to allow humans to explore and understand the inner working of complex systems. Though, establishing what is an explanation and objectively evaluating explainability, are not trivial tasks. With this paper, we pre
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::db372728010fc85fa3bd78a0e2150bf0
https://hdl.handle.net/11585/894604
https://hdl.handle.net/11585/894604
Autor:
Francesco Sovrano, Fabio Vitali
In this paper we introduce a new class of software tools engaged in delivering successful explanations of complex processes on top of basic Explainable AI (XAI) software systems. These tools, that we call cumulatively Explanatory AI (YAI) systems, en
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ba230a98644bf5f58e35a967c1529cbc
https://hdl.handle.net/11585/896385
https://hdl.handle.net/11585/896385
Autor:
Francesco Sovrano, Fabio Vitali
We propose a new method for generating explanations with AI and a tool to test its expressive power within a user interface. In order to bridge the gap between philosophy and human-computer interfaces, we show a new approach for the generation of int
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::81d7e9417af38aa45aa22fd78245e0c6
http://arxiv.org/abs/2110.00762
http://arxiv.org/abs/2110.00762
Publikováno v:
Electronic Government and the Information Systems Perspective ISBN: 9783030589561
Through the General Data Protection Regulation (GDPR), the European Union has set out its vision for Automated Decision- Making (ADM) and AI, which must be reliable and human-centred. In particular we are interested on the Right to Explanation, that
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5c4c5bd833671db664cd25f40685c362
http://arxiv.org/abs/2109.04165
http://arxiv.org/abs/2109.04165
Publikováno v:
Government Information Quarterly. 39:101715
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f6e57408ca76c15506278c96270d2c9f
https://doi.org/10.1016/j.giq.2022.101715
https://doi.org/10.1016/j.giq.2022.101715
Publikováno v:
ICAIL
International Private Law (PIL) is a complex legal domain that presents frequent conflicting norms between the hierarchy of legal sources, legal domains, and the adopted procedures. Scientific research on PIL reveals the need to create a bridge betwe
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::00e0e8c9f873138d022a9afbfcd2c292
https://doi.org/10.1145/3462757.3466094
https://doi.org/10.1145/3462757.3466094
Autor:
Francesco Sovrano, Fabio Vitali
We propose a new method for explanations in Artificial Intelligence (AI) and a tool to test its expressive power within a user interface. In order to bridge the gap between philosophy and human-computer interfaces, we show a new approach for the gene
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d8e5ed83222323f9126795ea628da31f
http://hdl.handle.net/11585/819532
http://hdl.handle.net/11585/819532