Jan Bosch

Professor in the Interaction Design and Software Engineering division at the Department of Computer Science and Engineering

jan.bosch@chalmers.se +46317725716 Find me http://orcid.org/0000-0003-2854-722X

Prof. Jan Bosch is the director of Software Center organization. Software Centre collaborates with such software development companies as Ericsson AB, Volvo Cars, AB Volvo, Saab AB, etcetera, with the aim to develop methods and tools for enhancing the productivity of collaborating organizations in various development phases.

Publications

Latest publications

2022
Pattern Recognition Method for Detecting Engineering Errors on Technical Drawings

Author: Rimman Dzhusupova; Richa Banotra; Jan Bosch; Helena Holmström Olsson

Published: 2022

Published in: 2022 IEEE World AI IoT Congress, AIIoT 2022

Publication type: Paper in proceeding
The Goldilocks Framework: Towards Selecting the Optimal Approach to Conducting AI Projects

Author: Rimman Dzhusupova; Jan Bosch; Helena Holmström Olsson

Published: 2022

Published in: Proceedings - 1st International Conference on AI Engineering - Software Engineering for AI, CAIN 2022

Publication type: Paper in proceeding
Data management for production quality deep learning models: Challenges and solutions

Author: Aiswarya Raj Munappy; Jan Bosch; Helena Holmstrom Olsson; Anders Arpteg; Bjoern Brinne

Published: 2022

Published in: Journal of Systems and Software

Publication type: Journal article
Machine Learning Algorithms for Labeling: Where and How They are Used?

Author: Teodor Fredriksson; Jan Bosch; Helena Holmström Olsson; David Issa Mattos

Published: 2022

Published in: SysCon 2022 - 16th Annual IEEE International Systems Conference, Proceedings

Publication type: Paper in proceeding
Controlled Continuous Deployment: A Case Study From The Telecommunications Domain

Author: Anas Dakkak; Jan Bosch; Helena Holmström Olsson

Published: 2022

Published in: ACM International Conference Proceeding Series

Publication type: Paper in proceeding
Bayesian causal inference in automotive software engineering and online evaluation

Author: Yuchu Liu; David Issa Mattos; Jan Bosch; Helena Holmström Olsson; Jonn Lantz

Published: 2022

Published in:

Publication type: Preprint
Towards an AI-driven business development framework: A multi-case study

Author: Meenu Mary John; Helena Holmstrom Olsson; Jan Bosch

Published: 2022

Published in: Journal of Software: Evolution and Process

Publication type: Journal article
Breaking the vicious circle: A case study on why AI for software analytics and business intelligence does not take off in practice

Author: Iris Figalist; Christoph Elsner; Jan Bosch; Helena Holmström Olsson

Published: 2022

Published in: Journal of Systems and Software

Publication type: Journal article
The use of incentives to promote technical debt management

Author: Terese Besker; Antonio Martini; Jan Bosch

Published: 2022

Published in: Information and Software Technology

Publication type: Journal article
2021
On the Impact of ML use cases on Industrial Data Pipelines

Author: Aiswarya Raj Munappy; Jan Bosch; Helena Holmström Olsson; Anders Jansson

Published: 2021

Published in: Proceedings - Asia-Pacific Software Engineering Conference, APSEC

Publication type: Paper in proceeding
Bayesian propensity score matching in automotive embedded software engineering

Author: Yuchu Liu; David Issa Mattos; Jan Bosch; Helena Holmström Olsson; Jonn Lantz

Published: 2021

Published in: Proceedings - Asia-Pacific Software Engineering Conference, APSEC

Publication type: Paper in proceeding
Assessing the Suitability of Semi-Supervised Learning Datasets using Item Response Theory

Author: Teodor Fredriksson; David Issa Mattos; Jan Bosch; Helena Holmström Olsson

Published: 2021

Published in: Proceedings - 2021 47th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2021

Publication type: Paper in proceeding
Towards MLOps: A Framework and Maturity Model

Author: Meenu Mary John; Helena Holmström Olsson; Jan Bosch

Published: 2021

Published in: Proceedings - 2021 47th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2021

Publication type: Paper in proceeding
Success Factors when Transitioning to Continuous Deployment in Software-Intensive Embedded Systems

Author: Anas Dakkak; David Issa Mattos; Jan Bosch

Published: 2021

Published in: Proceedings - 2021 47th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2021

Publication type: Paper in proceeding
The MaLET Model - Maturity Levels for Exploratory Testing

Author: T. Mårtensson; D. Stahl; Antonio Martini; Jan Bosch

Published: 2021

Published in: Proceedings - 2021 47th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2021

Publication type: Paper in proceeding
End-to-End Federated Learning for Autonomous Driving Vehicles

Author: Hongyi Zhang; Jan Bosch; Helena Holmström Olsson

Published: 2021

Published in: Proceedings of the International Joint Conference on Neural Networks

Publication type: Paper in proceeding
Perceived benefits of continuous deployment in software-intensive embedded systems

Author: Anas Dakkak; David Issa Mattos; Jan Bosch

Published: 2021

Published in: Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021

Publication type: Paper in proceeding
An architecture for enabling A/B experiments in automotive embedded software

Author: Yuchu Liu; Jan Bosch; Helena Holmström Olsson; Jonn Lantz

Published: 2021

Published in: Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021

Publication type: Paper in proceeding
Real-time end-to-end federated learning: An automotive case study

Author: Hongyi Zhang; Jan Bosch; Helena Holmström Olsson

Published: 2021

Published in: Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021

Publication type: Paper in proceeding
On the experiences of adopting automated data validation in an industrial machine learning project

Author: Lucy Lwakatare; Ellinor Range; Ivica Crnkovic; Jan Bosch

Published: 2021

Published in: 2021 IEEE/ACM 43RD INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: SOFTWARE ENGINEERING IN PRACTICE (ICSE-SEIP 2021)

Publication type: Paper in proceeding
Message from the WAIN 2021 Workshop Chairs

Author: Jan Bosch; Ivica Crnkovic; Helena Holmström; L. E. Lwakatare

Published: 2021

Published in: Proceedings - 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI, WAIN 2021

Publication type: Other conference contribution
Engineering Federated Learning Systems: A Literature Review

Author: Hongyi Zhang; Jan Bosch; Helena Holmström Olsson

Published: 2021

Published in: Lecture Notes in Business Information Processing

Publication type: Paper in proceeding
Architecting AI Deployment: A Systematic Review of State-of-the-Art and State-of-Practice Literature

Author: Meenu Mary John; Helena Holmström Olsson; Jan Bosch

Published: 2021

Published in: Lecture Notes in Business Information Processing

Publication type: Paper in proceeding
Efficient and effective exploratory testing of large-scale software systems

Author: T. Mårtensson; D. Stahl; Antonio Martini; Jan Bosch

Published: 2021

Published in: Journal of Systems and Software

Publication type: Journal article
Fast and curious: A model for building efficient monitoring- and decision-making frameworks based on quantitative data

Author: Iris Figalist; Christoph Elsner; Jan Bosch; Helena Holmström Olsson

Published: 2021

Published in: Information and Software Technology

Publication type: Journal article

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Page manager Published: Wed 15 Dec 2021.

Jan Bosch

Latest publications

2022

2021