Helena Holmström Olsson

Visar 16 publikationer

2022

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

Iris Figalist, Christoph Elsner, Jan Bosch et al
Journal of Systems and Software. Vol. 184
Artikel i vetenskaplig tidskrift
2021

Real-time end-to-end federated learning: An automotive case study

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021, p. 459-468
Paper i proceeding
2021

On the Impact of ML use cases on Industrial Data Pipelines

Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson et al
Proceedings - Asia-Pacific Software Engineering Conference, APSEC. Vol. 2021-December, p. 463-472
Paper i proceeding
2021

An architecture for enabling A/B experiments in automotive embedded software

Yuchu Liu, Jan Bosch, Helena Holmström Olsson et al
Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021, p. 992-997
Paper i proceeding
2021

The HURRIER process for experimentation in business-to-business mission-critical systems

David Issa Mattos, Anas Dakkak, Jan Bosch et al
Journal of Software: Evolution and Process. Vol. In press
Artikel i vetenskaplig tidskrift
2021

On the Trade-off Between Robustness and Complexity in Data Pipelines

Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson
International Conference on the Quality of Information and Communications Technology. Vol. 1439, p. 401-415
Paper i proceeding
2021

An empirical evaluation of algorithms for data labeling

Teodor Fredriksson, David Issa Mattos, Jan Bosch et al
Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021, p. 201-209
Paper i proceeding
2021

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

Jan Bosch, Helena Holmström Olsson
Journal of Software: Evolution and Process. Vol. 33 (5)
Artikel i vetenskaplig tidskrift
2020

Experimentation for Business-to-Business Mission-Critical Systems: A Case Study

David Issa Mattos, Anas Dakkak, Jan Bosch et al
ICSSP '20: International Conference on Software and System Processes. Vol. 26 June 2020, p. 95-104
Paper i proceeding
2020

Engineering AI Systems: A Research Agenda

Jan Bosch, Helena Holmström Olsson, Ivica Crnkovic
Artificial Intelligence Paradigms for Smart Cyber-Physical Systems, p. 1-19
Kapitel i bok
2020

From Ad-Hoc Data Analytics to DataOps

Aiswarya Raj Munappy, David Issa Mattos, Jan Bosch et al
Proceedings of the International Conference on Software and System Processes, p. 165-174
Paper i proceeding
2020

Automotive A/B testing: Challenges and Lessons Learned from Practice

David Issa Mattos, Jan Bosch, Helena Holmström Olsson et al
Euromicro Conference on Software Engineering and Advanced Applications (SEAA). Vol. August 2020, p. 101-109
Paper i proceeding
2020

Developing ML/DL Models: A design framework

Meenu Mary John, Helena Holmström Olsson, Jan Bosch
Proceedings - 2020 IEEE/ACM International Conference on Software and System Processes, ICSSP 2020, p. 1-10
Paper i proceeding
2020

Modelling Data Pipelines

Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson et al
2020 46th Euromicro Conference on Software Engineering and Advanced Applications (SEAA), p. 13-20
Paper i proceeding
2020

Data Pipeline Management in Practice: Challenges and Opportunities

Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson
Lecture Notes in Computer Science. Vol. 12562, p. 168-184
Paper i proceeding
2013

Post-deployment data collection in software-intensive embedded products

Helena Holmström Olsson, Jan Bosch
Lecture Notes in Business Information Processing. Vol. 150, p. 79-89
Paper i proceeding

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Visar 1 forskningsprojekt

2019–2023

Software Engineering for AI/ML/DL

Ivica Crnkovic Software Engineering for People, Architecture, Requirements and Traceability
Helena Holmström Olsson Software Engineering
Jan Bosch Software Engineering for Cyber Physical Systems
Hongyi Zhang Software Engineering for Cyber Physical Systems
Chalmers AI-forskningscentrum (CHAIR)

Det kan finnas fler projekt där Helena Holmström Olsson medverkar, men du måste vara inloggad som anställd på Chalmers för att kunna se dem.