Autonomous cars: Research results, issues, and future challenges

R Hussain, S Zeadally - IEEE Communications Surveys & …, 2018 - ieeexplore.ieee.org
Throughout the last century, the automobile industry achieved remarkable milestones in
manufacturing reliable, safe, and affordable vehicles. Because of significant recent …

Applying machine learning in self-adaptive systems: A systematic literature review

O Gheibi, D Weyns, F Quin - ACM Transactions on Autonomous and …, 2021 - dl.acm.org
Recently, we have been witnessing a rapid increase in the use of machine learning
techniques in self-adaptive systems. Machine learning has been used for a variety of …

Autonomous vehicle safety: An interdisciplinary challenge

P Koopman, M Wagner - IEEE Intelligent Transportation …, 2017 - ieeexplore.ieee.org
Ensuring the safety of fully autonomous vehicles requires a multi-disciplinary approach
across all the levels of functional hierarchy, from hardware fault tolerance, to resilient …

[图书][B] An introduction to self-adaptive systems: A contemporary software engineering perspective

D Weyns - 2020 - books.google.com
A concise and practical introduction to the foundations and engineering principles of self-
adaptation Though it has recently gained significant momentum, the topic of self-adaptation …

Requirements engineering for machine learning: Perspectives from data scientists

A Vogelsang, M Borg - 2019 IEEE 27th International …, 2019 - ieeexplore.ieee.org
Machine learning (ML) is used increasingly in real-world applications. In this paper, we
describe our ongoing endeavor to define characteristics and challenges unique to …

Feature-oriented software product lines

S Apel, D Batory, C Kästner, G Saake - 2013 - Springer
The idea for this book arose from a series of lectures on modern programming paradigms,
feature-oriented programming, and software product lines that are continuously held at the …

A survey on engineering approaches for self-adaptive systems

C Krupitzer, FM Roth, S VanSyckel, G Schiele… - Pervasive and Mobile …, 2015 - Elsevier
The complexity of information systems is increasing in recent years, leading to increased
effort for maintenance and configuration. Self-adaptive systems (SASs) address this issue …

Software engineering of self-adaptive systems

D Weyns - Handbook of software engineering, 2019 - Springer
Modern software systems are expected to operate under uncertain conditions, without
interruption. Possible causes of uncertainties include changes in the operational …

Characterizing context-aware recommender systems: A systematic literature review

NM Villegas, C Sánchez, J Díaz-Cely… - Knowledge-Based …, 2018 - Elsevier
Context-aware recommender systems leverage the value of recommendations by exploiting
context information that affects user preferences and situations, with the goal of …

Engineering context-aware systems and applications: A survey

U Alegre, JC Augusto, T Clark - Journal of Systems and Software, 2016 - Elsevier
Context-awareness is an essential component of systems developed in areas like Intelligent
Environments, Pervasive & Ubiquitous Computing and Ambient Intelligence. In these …