Engineering ai systems: A research agenda

J Bosch, HH Olsson, I Crnkovic - Artificial intelligence paradigms for …, 2021 - igi-global.com
Artificial intelligence (AI) and machine learning (ML) are increasingly broadly adopted in
industry. However, based on well over a dozen case studies, we have learned that …

A standard driven software architecture for fully autonomous vehicles

AC Serban, E Poll, J Visser - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
The goal of this paper is to design a functional software architecture for fully autonomous
vehicles. Existing literature takes a descriptive approach and presents past experiments with …

Chapter 8 Recognizing Lines of Code Violating Company-Specific Coding Guidelines Using Machine Learning

M Ochodek, R Hebig, W Meding, G Frost… - … Digital Transformation: 10 …, 2022 - Springer
Software developers in big and medium-size companies are working with millions of lines of
code in their codebases. Assuring the quality of this code has shifted from simple defect …

Chapter 13 Engineering AI Systems: A Research Agenda

J Bosch, H Holmström Olsson, I Crnkovic - … Digital Transformation: 10 …, 2022 - Springer
Artificial intelligence (AI) and machine learning (ML) are increasingly broadly adopted in
industry, However, based on well over a dozen case studies, we have learned that …

A system's perspective towards an architecture framework for safe automated vehicles

G Bagschik, M Nolte, S Ernst… - 2018 21st International …, 2018 - ieeexplore.ieee.org
With an increasing degree of automation, automated vehicle systems become more complex
in terms of functional components as well as interconnected hardware and software …

Architektursichten für Fahrzeugautomatisierungssysteme

M Nolte, M Maurer - … Fahren: Grundlagen, Komponenten und Systeme für …, 2024 - Springer
Zusammenfassung Der Entwurf und die Entwicklung von automatisierten Fahrzeugen sind
interdisziplinäre Prozesse. Gleichzeitig sind die zu realisierenden Systeme hochkomplex …

[PDF][PDF] On the design of an architecture framework and quality evaluation for automotive software systems

Y Dajsuren - 2015 - research.tue.nl
1.1 Background Automotive software engineering applies software engineering approaches
to the development of automotive software and electronics systems [37, 166,185,208]. This …

Automotive software engineering: Past, present, and future

Y Dajsuren, M den Brand - … Systems and Software Engineering: State of …, 2019 - Springer
This book presents state-of-the-art technologies and future trends of automotive systems and
software engineering. Fifteen chapters cover all important aspects of the field, such as …

Constructive Model Analysis of SysMLv2 Models by Constraint Propagation

A Ratzke, S Post, J Koch… - 2024 19th Annual System …, 2024 - ieeexplore.ieee.org
We describe an approach for the analysis of SysMLv2 models. The analysis computes
possible ranges of parameters during early system development in order to support the …

Experimentation for business-to-business mission-critical systems: A case study

DI Mattos, A Dakkak, J Bosch, HH Olsson - Proceedings of the …, 2020 - dl.acm.org
Continuous experimentation (CE) refers to a group of practices used by software companies
to rapidly assess the usage, value and performance of deployed software using data …