Explaining deep neural networks: A survey on the global interpretation methods
Journal article
Authors | Saleem, R., Yuan, B., Kurugollu, F., Anjum, A. and Liu, L. |
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Abstract | A substantial amount of research has been carried out in Explainable Artificial Intelligence (XAI) models, |
Keywords | Artificial intelligence; Deep neural networks; Black box Models; Explainable artificial intelligence; Global interpretation |
Year | 2022 |
Journal | Neurocomputing |
Journal citation | 513, pp. 165-180 |
Publisher | Elseiver |
ISSN | 1872-8286 |
Digital Object Identifier (DOI) | https://doi.org/10.1016/j.neucom.2022.09.129 |
Web address (URL) | https://www.sciencedirect.com/science/article/pii/S0925231222012218?via%3Dihub |
Accepted author manuscript | License File Access Level Open |
Publisher's version | License File Access Level Open |
Output status | Published |
Publication dates | |
Online | 23 Sep 2022 |
Publication process dates | |
Accepted | 15 Sep 2022 |
Deposited | 28 Oct 2022 |
https://repository.derby.ac.uk/item/9qw2z/explaining-deep-neural-networks-a-survey-on-the-global-interpretation-methods
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Publisher's version
Explaining deep neural networks A survey on the global interpretation.pdf | ||
License: CC BY 4.0 | ||
File access level: Open |
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