Towards explainable artificial intelligence

W Samek, KR Müller - Explainable AI: interpreting, explaining and …, 2019 - Springer
… such as autonomous driving Footnote 1 , and (3) the lack of transparency and explainability
[18, 32, 76], … It presents recent developments in the field of explainable artificial intelligence

Toward explainable artificial intelligence for early anticipation of traffic accidents

MM Karim, Y Li, R Qin - Transportation research record, 2022 - journals.sagepub.com
… (30) also used an attention model to visualize the perception of deep networks for autonomous
driving. Autonomous driving has employed saliency to explain AI models for navigation, …

From artificial intelligence to explainable artificial intelligence in industry 4.0: a survey on what, how, and where

I Ahmed, G Jeon, F Piccialli - IEEE Transactions on Industrial …, 2022 - ieeexplore.ieee.org
… to provide a comprehensive survey of AI, explainable artificial intelligence (XAI) based methods,
… Tyagi, “Blockchain-based security attack resilience schemes for autonomous vehicles in …

[HTML][HTML] … and Trustworthy Autonomous Vehicles: Leveraging Distributed Ledger Technology for Secure Communication and Exploring Explainable Artificial Intelligence …

V Vemoori - Journal of Science & Technology, 2020 - thesciencebrigade.com
The autonomous vehicle (AV) revolution promises a paradigm shift in transportation, with
the potential to transform our roads into safer, more efficient, and potentially more …

A historical perspective of explainable Artificial Intelligence

R Confalonieri, L Coba, B Wagner… - … Reviews: Data Mining …, 2021 - Wiley Online Library
… such as autonomous driving, medical diagnosis, or banking and finance. While explainability
in AI … In this article, we look at the literature of Explainable Artificial Intelligence (XAI) from a …

[HTML][HTML] Explainable artificial intelligence (xai) for intrusion detection and mitigation in intelligent connected vehicles: A review

CI Nwakanma, LAC Ahakonye, JN Njoku… - Applied Sciences, 2023 - mdpi.com
… a self-driving car hit and killed her [15]. As a result, questions about the function of artificial
intelligence … , which is made up of driverless or autonomous vehicles, ICVs, and the Internet of …

XAI-ADS: An Explainable Artificial Intelligence Framework for Enhancing Anomaly Detection in Autonomous Driving Systems

S Nazat, L Li, M Abdallah - IEEE Access, 2024 - ieeexplore.ieee.org
autonomous driving. We propose an XAI framework that leverages the XAI explanatory power
to understand AI decisions on two autonomous driving … two autonomous driving datasets (…

Explainable artificial intelligence: A survey

FK Došilović, M Brčić, N Hlupić - 2018 41st International …, 2018 - ieeexplore.ieee.org
… In the light of these issues, explainable artificial intelligence (XAI) has become an area of
interest in research community. This paper summarizes recent developments in XAI in …

Explainable artificial intelligence: Concepts, applications, research challenges and visions

L Longo, R Goebel, F Lecue, P Kieseberg… - … for machine learning …, 2020 - Springer
… of the topic of explainability [68], by now referred to as Explainable Artificial Intelligence (XAI)
[54], … be beneficial for the area of autonomous vehicles, especially considering autonomous

Experimental analysis of trustworthy in-vehicle intrusion detection system using explainable artificial intelligence (XAI)

H Lundberg, NI Mowla, SF Abedin, K Thar… - IEEE …, 2022 - ieeexplore.ieee.org
… Rogers, “Domain knowledge aided explainable artificial intelligence for intrusion
detection and response,” arXiv preprint arXiv:1911.09853, 2019. [33] B. Mahbooba, M. …