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Title:Recent applications of explainable AI (XAI) : a systematic literature review
Authors:ID Saarela, Mirka (Author)
ID Podgorelec, Vili (Author)
Files:.pdf applsci-14-08884.pdf (1,42 MB)
MD5: 65EB44D2958EBCEE6323C0AA58B3F9D6
 
Language:English
Work type:Article
Typology:1.02 - Review Article
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Keywords:explainable artificial intelligence, applications, interpretable machine learning, convolutional neural network, deep learning, post-hoc explanations, model-agnostic explanations
Publication status:Published
Publication version:Version of Record
Submitted for review:03.09.2024
Article acceptance date:25.09.2024
Publication date:02.10.2024
Publisher:MDPI
Year of publishing:2024
Number of pages:111 str.
Numbering:Vol. 14, iss. 19, [article no.] 8884
PID:20.500.12556/DKUM-91744 New window
UDC:004.8
ISSN on article:2076-3417
COBISS.SI-ID:211840003 New window
DOI:10.3390/app14198884 New window
Note:© 2024 by the authors
Publication date in DKUM:31.01.2025
Views:537
Downloads:19
Metadata:XML DC-XML DC-RDF
Categories:Misc.
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Record is a part of a journal

Title:Applied sciences
Shortened title:Appl. sci.
Publisher:MDPI
ISSN:2076-3417
COBISS.SI-ID:522979353 New window

Document is financed by a project

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P2-0057-2018
Name:Informacijski sistemi

Funder:Other - Other funder or multiple funders
Funding programme:Renlund Foundation and the Academy of Finland
Project number:356314

Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.

Secondary language

Language:Slovenian
Keywords:umetna inteligenca, strojno učenje, konvolucijske nevronske mreže


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