A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences
CC BY
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| Định dạng: | Sách |
| Ngôn ngữ: | English |
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Springer
2023
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| Truy cập trực tuyến: | https://link.springer.com/article/10.1007/s10462-022-10256-8 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7335 |
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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 |
8.891787 |