Explainable artificial intelligence for autonomous driving: A comprehensive overview and field guide for future research directions

S Atakishiyev, M Salameh, H Yao, R Goebel - IEEE Access, 2024 - ieeexplore.ieee.org
… of explainable artificial intelligence (… autonomous driving. We then propose a conceptual
framework considering the essential elements for explainable end-to-end autonomous driving. …

Explainable Artificial Intelligence (XAI): connecting artificial decision-making and human trust in autonomous vehicles

AVS Madhav, AK Tyagi - Proceedings of Third International Conference on …, 2022 - Springer
… Transparency of the vehicle’s thought processes can assure the user … explainable artificial
intelligence, which aims to converge the decision-making processes of Autonomous Vehicle

XAI-AV: Explainable artificial intelligence for trust management in autonomous vehicles

H Mankodiya, MS Obaidat, R Gupta… - … and Informatics (CCCI …, 2021 - ieeexplore.ieee.org
Artificial intelligence (AI) is the most looked up … intelligent transportation systems (ITS),
medicine, healthcare, military operations, or others. One such application is autonomous vehicles (…

Why did the AI make that decision? Towards an explainable artificial intelligence (XAI) for autonomous driving systems

J Dong, S Chen, M Miralinaghi, T Chen, P Li… - … research part C …, 2023 - Elsevier
… of autonomous driving algorithms, this paper focuses on the “goal-induced” nature of driving
tasks and thereby develops an explainable end-to-end vision-based autonomous driving

A review of trustworthy and explainable artificial intelligence (xai)

V Chamola, V Hassija, AR Sulthana, D Ghosh… - IEEe …, 2023 - ieeexplore.ieee.org
… of building eXplainable AI. Finally, the policies for developing TAI in the autonomous vehicle
… , interpretable, eXplainable, and Trustworthy AI systems are explained to guarantee safe …

Explainable artificial intelligence (XAI): An engineering perspective

F Hussain, R Hussain, E Hossain - arXiv preprint arXiv:2101.03613, 2021 - arxiv.org
… Then we take the autonomous car as a use-case and discuss the applications of XAI for its
different components such as object detection, perception, control, action decision, and so on. …

[HTML][HTML] A survey of explainable artificial intelligence for smart cities

AR Javed, W Ahmed, S Pandya, PKR Maddikunta… - Electronics, 2023 - mdpi.com
… The emergence of Explainable Artificial Intelligence (XAI) has enhanced the lives of humans
and … This project focuses on using XAI for self-driving vehicles to improve user acceptance. …

[HTML][HTML] Od-xai: Explainable ai-based semantic object detection for autonomous vehicles

H Mankodiya, D Jadav, R Gupta, S Tanwar, WC Hong… - Applied Sciences, 2022 - mdpi.com
… years, artificial intelligence (AI) has become one of the most prominent fields in autonomous
vehicles (… With the increasing complexity of models, explainable artificial intelligence (XAI) …

Opportunities and challenges in explainable artificial intelligence (xai): A survey

A Das, P Rad - arXiv preprint arXiv:2006.11371, 2020 - arxiv.org
… Abstract—Nowadays, deep neural networks are widely used in mission critical systems
such as healthcare, self-driving vehicles, and military which have direct impact on human lives. …

Explainable artificial intelligence: an analytical review

PP Angelov, EA Soares, R Jiang… - … : Data Mining and …, 2021 - Wiley Online Library
… to the explainability of artificial intelligence in the context of recent advances in machine
learning … as autonomous driving. Table 2 summarizes the applications mentioned in this section: …