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 …

Modeling continuous integration practice differences in industry software development

D Ståhl, J Bosch - Journal of Systems and Software, 2014 - Elsevier
Continuous integration is a software practice where developers integrate frequently, at least
daily. While this is an ostensibly simple concept, it does leave ample room for interpretation …

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 …

The cognitive interaction toolkit–improving reproducibility of robotic systems experiments

F Lier, J Wienke, A Nordmann, S Wachsmuth… - … , and Programming for …, 2014 - Springer
Research on robot systems either integrating a large number of capabilities in a single
architecture or displaying outstanding performance in a single domain achieved …

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 …

Introduction to the ai engineering theme

J Bosch - Accelerating Digital Transformation: 10 Years of …, 2022 - Springer
The term artificial intelligence (AI) triggers many things in terms of its inherent meaning and
potential. The notion of a machine with the same level of intellect as a human or even far …

Chapter 9 SimSAX: A Measure of Project Similarity Based on Symbolic Approximation Method and Software Defect Inflow

M Ochodek, M Staron, W Meding - Accelerating Digital Transformation: 10 …, 2022 - Springer
Background: Profiling software development projects, in order to compare them, find similar
sub-projects or sets of activities, helps to monitor changes in software processes. Since we …

[PDF][PDF] Towards Linked Research Data: an Institutional Approach.

C Wiljes, N Jahn, F Lier, T Paul-Stueve, J Vompras… - …, 2013 - researchgate.net
For Open Science to be widely adopted, a strong institutional support for scientists will be
essential. Bielefeld University and the associated Center of Excellence Cognitive Interaction …

Chapter 1 Climbing the Stairway to Heaven

H Holmström Olsson, H Alahyari, J Bosch - … Digital Transformation: 10 …, 2022 - Springer
Agile software development is well-known for its focus on close customer collaboration and
customer feedback. In emphasizing flexibility, efficiency and speed, agile practices have led …