AI Engineering for the Automotive Application Domain

In this section, publications about software engineering for artificial intelligence where specific reference is made to the automotive application domain are listed. Please feel free to recommend new publications through the contact page or by email.

How do Engineers Perceive
Difficulties in Engineering of
Machine-Learning Systems? –
Questionnaire Survey

Authors (Year): Ishikawa (2019)

Mentioned in Software engineering for artificial intelligence and machine learning software: A systematic literature review

A Taxonomy of Software Engineering Challenges for Machine Learning Systems: An Empirical Investigation

Authors (Year): Wakatare et
al. (2019)

Mentioned in Software engineering for artificial intelligence and machine learning software: A systematic literature review

Taming Functional Deficiencies of Automated Driving Systems: A Methodology Framework toward Safety Validation

Authors (Year): Chen et al. (2018)

Mentioned in Software engineering for artificial intelligence and machine learning software: A systematic literature review

Your System Gets Better Every Day You Use It: Towards Automated Continuous Experimentation

Authors (Year): Mattos et al. (2017)

Mentioned in Software engineering for artificial intelligence and machine learning software: A systematic literature review

DeepXplore: Automated Whitebox Testing of Deep Learning Systems

Authors (Year): Pei et al. (2019)

Mentioned in Software engineering for artificial intelligence and machine learning software: A systematic literature review

Deeproad: Gan-based metamorphic testing and input validation framework for autonomous driving systems

Authors (Year): Zhang et al. (2018)

Mentioned in Software engineering for artificial intelligence and machine learning software: A systematic literature review

DeepTest: Automated Testing of Deep-neural-network-driven
Autonomous Cars

Authors (Year): Jana et al. (2018)

Mentioned in Software engineering for artificial intelligence and machine learning software: A systematic literature review

More publications will be added soon…

Thank you for your understanding.

More publications will be added soon…

Thank you for your understanding.