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 …

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 …

Excellence in exploratory testing: Success factors in large-scale industry projects

T Mårtensson, A Martini, D Ståhl, J Bosch - International Conference on …, 2019 - Springer
Based on interviews with 20 interviewees from four case study companies, this paper
presents a list of key factors that enable efficient and effective exploratory testing of large …

Efficient and effective exploratory testing of large-scale software systems

T Mårtensson, D Ståhl, A Martini, J Bosch - Journal of Systems and …, 2021 - Elsevier
Context: Exploratory testing plays an important role in the continuous integration and
delivery pipelines of large-scale software systems, but a holistic and structured approach is …

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 …

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 …

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 …

The MaLET Model—Maturity Levels for Exploratory Testing

T Mårtensson, D Ståhl, A Martini… - 2021 47th Euromicro …, 2021 - ieeexplore.ieee.org
Based on multiple series of interviews and workshops, this paper presents the MaLET model–
a representation of the typical evolution path for companies who successfully adopt …