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A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences

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Bibliographic Details
Main Authors: Mara, Graziani, Lidia, Dutkiewicz, Davide, Calvaresi
Format: Book
Language:English
Published: Springer 2023
Subjects:
Artificial Intelligence
Machine learning
Online Access:https://link.springer.com/article/10.1007/s10462-022-10256-8
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7335
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spelling oai:localhost:PNK-73352023-03-30T06:57:47Z A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences Mara, Graziani Lidia, Dutkiewicz Davide, Calvaresi Artificial Intelligence Machine learning CC BY Since its emergence in the 1960s, Artificial Intelligence (AI) has grown to conquer many technology products and their fields of application. Machine learning, as a major part of the current AI solutions, can learn from the data and through experience to reach high performance on various tasks. This growing success of AI algorithms has led to a need for interpretability to understand opaque models such as deep neural networks. Various requirements have been raised from different domains, together with numerous tools to debug, justify outcomes, and establish the safety, fairness and reliability of the models. 2023-03-30T06:57:47Z 2023-03-30T06:57:47Z 2023 Book https://link.springer.com/article/10.1007/s10462-022-10256-8 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7335 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic Artificial Intelligence
Machine learning
spellingShingle Artificial Intelligence
Machine learning
Mara, Graziani
Lidia, Dutkiewicz
Davide, Calvaresi
A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences
description CC BY
format Book
author Mara, Graziani
Lidia, Dutkiewicz
Davide, Calvaresi
author_facet Mara, Graziani
Lidia, Dutkiewicz
Davide, Calvaresi
author_sort Mara, Graziani
title A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences
title_short A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences
title_full A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences
title_fullStr A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences
title_full_unstemmed A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences
title_sort global taxonomy of interpretable ai: unifying the terminology for the technical and social sciences
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s10462-022-10256-8
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7335
_version_ 1761821914263715840
score 8.8894005

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