Software engineering for AI-based systems: a survey

S Martínez-Fernández, J Bogner, X Franch… - ACM Transactions on …, 2022 - dl.acm.org
AI-based systems are software systems with functionalities enabled by at least one AI
component (eg, for image-, speech-recognition, and autonomous driving). AI-based systems …

Evaluation of autonomous vehicle driving systems for risk assessment based on three-dimensional uncertain linguistic variables

M Erdoğan, İ Kaya, A Karaşan, M Çolak - Applied Soft Computing, 2021 - Elsevier
Autonomous vehicle driving systems (AVDSs) have independent decision structures from
the users to manage and control the operations of the vehicles both in normal conditions …

Development methodologies for safety critical machine learning applications in the automotive domain: A survey

M Rabe, S Milz, P Mader - … of the IEEE/CVF Conference on …, 2021 - openaccess.thecvf.com
Enabled by recent advances in the field of machine learning, the automotive industry pushes
towards automated driving. The development of traditional safety-critical automotive …

Toward a hybrid causal framework for autonomous vehicle safety analysis

S Thomas, KM Groth - … Engineers, Part O: Journal of Risk …, 2023 - journals.sagepub.com
Autonomous Vehicles (AVs), also known as self-driving cars, are a potentially transformative
technology, but develo** and demonstrating AV safety remains an open question. AVs …

Risk analysis of the autonomous vehicle driving systems by using pythagorean fuzzy AHP

A Karasan, İ Kaya, M Erdoğan, A Budak - Intelligent and Fuzzy Techniques …, 2020 - Springer
Autonomous driving system (ADS) is a combination of different components those can be
composed as operations of the automobile and decision making mechanisms both in …

Using operational design domain in hazard identification for automated systems

G Ollier, D Razafindrabe, M Adedjouma… - 2022 18th European …, 2022 - ieeexplore.ieee.org
Artificial Intelligence (AI) based components require new approaches to identify the risks
they introduce in Automated Systems (ASs). This paper presents a methodology designed to …

Safe-by-design development method for artificial intelligent based systems

G Pedroza, M Adedjouma - SEKE 2019: The 31st International …, 2019 - cea.hal.science
Albeit Artificial Intelligent (AI) based systems are nowadays deployed in a variety of safety
critical domains, current engineering methods and standards are barely applicable for their …

[PDF][PDF] ISO-26262 compliant Safety-Critical autonomous driving applications: real-Time Interference-Aware multicore architectures

A El-Bayoumi - International Journal of Safety and Security …, 2021 - iieta.org
Accepted: 26 December 2020 Over the decades, autonomous vehicles have been
developed and qualified using variant single-core architectures. With the evolutionary trend …

Connected and Automated Transportation: Evaluation, Safety Management and Inclement Weather Challenges

Y Shi - 2024 - search.proquest.com
Connected and automated transportation technology has emerged as a pivotal field of study
over the past decade. Numerous applications associated with this technology have been …

Assessing Safety of an Automated Vehicle Through Model-driven Analysis and Simulation

M Adedjouma, F Gaudin, P Fiani - 2023 30th Asia-Pacific …, 2023 - ieeexplore.ieee.org
Validating the safety of automated systems is a highly complex task that cannot be done
effectively through one validation methodology alone. As a result, current trends recommend …