[HTML][HTML] A comprehensive taxonomy for explainable artificial intelligence: a systematic survey of surveys on methods and concepts

G Schwalbe, B Finzel - Data Mining and Knowledge Discovery, 2023 - Springer
… and assistance systems, like highly automated driving, medical assistance systems, …
explainability of machine learning based components in the ISO/TR 4804 (ISO/TC 22 Road vehicles

[HTML][HTML] Classification of explainable artificial intelligence methods through their output formats

G Vilone, L Longo - Machine Learning and Knowledge Extraction, 2021 - mdpi.com
… and business areas, spanning from autonomous vehicles [2] to games [3] and … to “explainable
artificial intelligence”; “explainable machine learning”; and “interpretable machine learning”…

Introduction to explainable AI and intelligent transportation

L Gaur, BM Sahoo - Explainable artificial intelligence for intelligent …, 2022 - Springer
automated decisions is crucial when used in application domains such as transportation and
autonomous vehicles… legal reasons for the deployment of intelligent systems. It’s general …

[HTML][HTML] Computational approaches to explainable artificial intelligence: advances in theory, applications and trends

JM Górriz, I Álvarez-Illán, A Álvarez-Marquina, JE Arco… - Information …, 2023 - Elsevier
… the challenge of explainability in developed models and algorithms, particularly artificial
neural networks. This emerging trend, referred to as Explainable Artificial Intelligence (XAI), …

Argumentation and explainable artificial intelligence: a survey

A Vassiliades, N Bassiliades, T Patkos - The Knowledge …, 2021 - cambridge.org
… Therefore, a new research field appeared in order to make AI systems more explainable,
called eXplainable Artificial Intelligence (XAI). The graph is presented in Figure 1, showing the …

[PDF][PDF] Toward explainable, robust and fair AI in automated and autonomous vehicles

A Kriston, R Hamon, D Fernández Llorca… - 2023 - publications.jrc.ec.europa.eu
… of the interplay between automated vehicles and trustworthy artificial intelligence, presenting
in a … , security, fairness, and explainability of AI systems, and their testing in field conditions. …

A Review on Explainable Artificial Intelligence Methods, Applications, and Challenges

M Belghachi - Indonesian Journal of Electrical Engineering …, 2023 - section.iaesonline.com
… through the burgeoning field of Explainable Artificial Intelligence. It underscores the critical
need … of the autonomous driving ecosystem, ensuring that these vehicles operate safely and …

[PDF][PDF] Opportunities for explainable artificial intelligence in aerospace predictive maintenance

B Shukla, IS Fan, I Jennions - PHM Society European Conference, 2020 - researchgate.net
… value and the necessity of XAI (Explainable Artificial Intelligence) when using DNNs (Deep …
Vehicle Health Management) when using DNNs. An XAI (Explainable Artificial Intelligence) …

A grounded interaction protocol for explainable artificial intelligence

P Madumal, T Miller, L Sonenberg, F Vetere - arXiv preprint arXiv …, 2019 - arxiv.org
Explainable Artificial Intelligence (XAI) systems need to include an explanation model to
communicate the internal decisions, behaviours and actions to the interacting humans. …

Explainable artificial intelligence: a systematic review

G Vilone, L Longo - arXiv preprint arXiv:2006.00093, 2020 - arxiv.org
… articles focused on the concept of explainability, about 350 have been considered … explainable
artificial intelligence”, “explainable machine learning” and “interpretable machine learning