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. …

Explainability of deep vision-based autonomous driving systems: Review and challenges

É Zablocki, H Ben-Younes, P Pérez, M Cord - International Journal of …, 2022 - Springer
… to increase further explainability of self-driving systems. Finally, Sect. 4 presents the particular
use-case of explaining a self-driving system by means of natural language justifications. …

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: …

Explanations in autonomous driving: A survey

D Omeiza, H Webb, M Jirotka… - … on Intelligent …, 2021 - ieeexplore.ieee.org
… in explainable autonomous driving. … explainable artificial intelligence (XAI): A survey,” 2020,
arXiv:2006.11371. [114] E. Tjoa and C. Guan, “A survey on explainable artificial intelligence (…

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

A Das, P Rad - arXiv preprint arXiv:2006.11371, 2020 - arxiv.org
… used in mission critical systems such as healthcare, self-driving vehicles, and military which
… as explainable artificial intelligence, XAI, explainable machine learning, explainable deep …

Explainable artificial intelligence (xai) on timeseries data: A survey

T Rojat, R Puget, D Filliat, J Del Ser, R Gelin… - arXiv preprint arXiv …, 2021 - arxiv.org
… Given an audience, an explainable Artificial Intelligence is one that produces details or …
conducted by the system [17]. In semi-automated driving systems, providing drivers with an …

A historical perspective of explainable Artificial Intelligence

R Confalonieri, L Coba, B Wagner… - … Reviews: Data Mining …, 2021 - Wiley Online Library
… deployment of intelligent systems in application domains such as autonomous vehicles and
… when decisions are taken or suggested by automated systems, it is essential for practical, …

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
Explainable.” In this scenario, this work aims to provide a comprehensive survey of AI, explainable
artificial intelligence … attack resilience schemes for autonomous vehicles in Industry 4.0…

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

A survey of explainable artificial intelligence for smart cities

AR Javed, W Ahmed, S Pandya, PKR Maddikunta… - Electronics, 2023 - mdpi.com
driving lessons and make safety-critical decisions [103]. Furthermore, vision-based autonomous
driving systems … conditions, alternative routes, smart car parking, platooning, assistance …