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 …

Balanced scorecard-based Analysis about European Energy Investment Policies: A hybrid hesitant fuzzy decision-making approach with Quality Function Deployment

H Dinçer, S Yüksel, L Martinez - Expert Systems with Applications, 2019 - Elsevier
This study aims at analyzing the performance results of the European policies in energy
investment within an integrated multidimensional quality measurement approach. For this …

Chapter 12 The Evolution of Continuous Experimentation in Software Product Development: From Data to a Data-Driven Organization at Scale

A Fabijan, P Dmitriev, J Bosch… - … Digital Transformation: 10 …, 2022 - Springer
Software development companies are increasingly aiming to become data-driven by trying
to continuously experiment with the products used by their customers. Although familiar with …

Software development measurement programs

M Staron, W Meding - Springer. https://doi. org/10.1007/978-3-319-91836 …, 2018 - Springer
When a scientist and an engineer measure something, they focus on two different things.
The scientist focuses on the ability of the measurement to quantify the measured thing …

Supporting continuous integration by code-churn based test selection

E Knauss, M Staron, W Meding, O Söder… - 2015 IEEE/ACM 2nd …, 2015 - ieeexplore.ieee.org
Continuous integration promises advantages in large-scale software development by
enabling software development organizations to deliver new functions faster. However …

Chapter 3 Efficient and Effective Exploratory Testing of Large-Scale Software Systems

T Mårtensson, D Ståhl, A Martini, J Bosch - … Digital Transformation: 10 …, 2022 - Springer
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 …

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 key performance indicator quality model and its industrial evaluation

M Staron, W Meding, K Niesel… - 2016 Joint Conference of …, 2016 - ieeexplore.ieee.org
Background: Modern software development companies increasingly rely on quantitative
data in their decision-making for product releases, organizational performance assessment …

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 …

Automatic topic classification of test cases using text mining at an Android smartphone vendor

J Shimagaki, Y Kamei, N Ubayashi… - Proceedings of the 12th …, 2018 - dl.acm.org
Background: An Android smartphone is an ecosystem of applications, drivers, operating
system components, and assets. The volume of the software is large and the number of test …