Nalazite se na CroRIS probnoj okolini. Ovdje evidentirani podaci neće biti pohranjeni u Informacijskom sustavu znanosti RH. Ako je ovo greška, CroRIS produkcijskoj okolini moguće je pristupi putem poveznice www.croris.hr
izvor podataka: crosbi !

Explainable Artificial Intelligence: An Updated Perspective (CROSBI ID 721058)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Krajna, Agneza ; Kovac, Mihael ; Brcic, Mario ; Sarcevic, Ana Explainable Artificial Intelligence: An Updated Perspective // MIPRO. 2022. str. 859-864 doi: 10.23919/mipro55190.2022.9803681

Podaci o odgovornosti

Krajna, Agneza ; Kovac, Mihael ; Brcic, Mario ; Sarcevic, Ana

engleski

Explainable Artificial Intelligence: An Updated Perspective

Artificial intelligence has become mainstream and its applications will only proliferate. Specific measures must be done to integrate such systems into society for the general benefit. One of the tools for improving that is explainability which boosts trust and understanding of decisions between humans and machines. This research offers an update on the current state of explainable AI (XAI). Recent XAI surveys in supervised learning show convergence of main conceptual ideas. We list the applications of XAI in the real world with concrete impact. The list is short and we call to action - to validate all the hard work done in the field with applications that go beyond experiments on datasets, but drive decisions and changes. We identify new frontiers of research, explainability of reinforcement learning and graph neural networks. For the latter, we give a detailed overview of the field.

artificial intelligence , explainability , interpretability , AI safety , graph neural networks

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

Podaci o prilogu

859-864.

2022.

nije evidentirano

objavljeno

10.23919/mipro55190.2022.9803681

Podaci o matičnoj publikaciji

2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)

Institute of Electrical and Electronics Engineers (IEEE)

1847-3938

1847-3946

Podaci o skupu

MIPRO 2022

predavanje

23.05.2022-27.05.2022

Opatija, Hrvatska

Povezanost rada

Matematika, Računarstvo

Poveznice