Jan Bosch

Professor in the 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

2021
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
Statistical Models for the Analysis of Optimization Algorithms with Benchmark Functions

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

Published: 2021

Published in: IEEE Transactions on Evolutionary Computation

Publication type: Journal article
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
Autonomously Improving Systems in Industry: A Systematic Literature Review

Author: Rolf Green; 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
Digital for real: A multicase study on the digital transformation of companies in the embedded systems domain

Author: Jan Bosch; Helena Holmström Olsson

Published: 2021

Published in: Journal of Software: Evolution and Process

Publication type: Journal article
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
2020
An End-to-End Framework for Productive Use of Machine Learning in Software Analytics and Business Intelligence Solutions

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

Published: 2020

Published in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Publication type: Paper in proceeding
AI deployment architecture: Multi-case study for key factor identification

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

Published: 2020

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

Publication type: Paper in proceeding
Towards automated detection of data pipeline faults

Author: Aiswarya Raj Munappy; Jan Bosch; Helena Holmström Olsson; Tian J. Wang

Published: 2020

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

Publication type: Paper in proceeding
Mining customer satisfaction on b2b online platforms using service quality and web usage metrics

Author: Iris Figalist; Marco Dieffenbacher; Isabella Eigner; Jan Bosch; Helena Holmström Olsson; Christoph Elsner

Published: 2020

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

Publication type: Paper in proceeding
Federated learning systems: Architecture alternatives

Author: Hongyi Zhang; Jan Bosch; Helena Holmström Olsson

Published: 2020

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

Publication type: Paper in proceeding
HPM-Frame: A Decision Framework for Executing Software on Heterogeneous Platforms

Author: Hugo Sica de Andrade; Ola Benderius; Christian Berger; Ivica Crnkovic; Jan Bosch

Published: 2020

Published in:

Publication type: Preprint
From a Data Science Driven Process to a Continuous Delivery Process for Machine Learning Systems

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

Published: 2020

Published in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Publication type: Paper in proceeding
Breaking the Vicious Circle: 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: 2020

Published in: Proceedings - 46th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2020

Publication type: Paper in proceeding
The Five Purposes of Value Modeling

Author: Helena Holmström Olsson; Jan Bosch

Published: 2020

Published in: Proceedings - 46th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2020

Publication type: Paper in proceeding
Engineering AI Systems: A Research Agenda

Author: Jan Bosch; Helena Holmström Olsson; Ivica Crnkovic

Published: 2020

Published in: Artificial Intelligence Paradigms for Smart Cyber-Physical Systems

Publication type: Book chapter
Experimentation for Business-to-Business Mission-Critical Systems: A Case Study

Author: David Issa Mattos; Anas Dakkak; Jan Bosch; Helena Holmström Olsson

Published: 2020

Published in: ICSSP '20: International Conference on Software and System Processes

Publication type: Paper in proceeding
Automotive A/B testing: Challenges and Lessons Learned from Practice

Author: David Issa Mattos; Jan Bosch; Helena Holmström Olsson; Aita Maryam Korshani; Jonn Lantz

Published: 2020

Published in: Euromicro Conference on Software Engineering and Advanced Applications (SEAA)

Publication type: Paper in proceeding
Data Labeling: An Empirical Investigation into Industrial Challenges and Mitigation Strategies

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

Published: 2020

Published in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Publication type: Paper in proceeding
From Ad-Hoc Data Analytics to DataOps

Author: Aiswarya Raj Munappy; David Issa Mattos; Jan Bosch; Helena Holmström Olsson; Anas Dakkak

Published: 2020

Published in: Proceedings of the International Conference on Software and System Processes

Publication type: Paper in proceeding
Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions

Author: Lucy Lwakatare; Aiswarya Raj Munappy; Ivica Crnkovic; Jan Bosch; Helena Holmstrom Olsson

Published: 2020

Published in: Information and Software Technology

Publication type: Journal article
Foreword (Fundamentals of Software Startups: Essential Engineering and Business Aspects)

Author: Jan Bosch

Published: 2020

Published in: Fundamentals of Software Startups: Essential Engineering and Business Aspects

Publication type: Book chapter

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Page manager Published: Wed 22 Aug 2018.

Jan Bosch

Latest publications

2021

2020