Gunnar Mathiason
Senior Lecturer in Computer Science
School of Informatics
Room PA520F
Up-to-date information can be found at www.his.se/matg
Education
Course Coordinator
Research
Publications
Projects
2023
Journal of Ambient Intelligence and Humanized Computing
2023. Article.
https://doi.org/10.1007/s12652-019-01372-5
2022
Distributed Computing and Artificial Intelligence, Volume 1: 18th International Conference
2022. Conference paper. https://doi.org/10.1007/978-3-030-86261-9_7
2021
IEIM 2021: The 2nd International Conference on Industrial Engineering and Industrial Management
2021. Conference paper. https://doi.org/10.1145/3447432.3447435
SN Computer Science
2021. Article.
https://doi.org/10.1007/s42979-021-00488-w
2020
Metallurgical and materials transactions. B, process metallurgy and materials processing science
2020. Article.
https://doi.org/10.1007/s11663-020-01853-5
International Journal of Information, Communication Technology and Applications
2020. Article.
Information Processing and Management of Uncertainty in Knowledge-Based Systems: 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part I
2020. Conference paper. https://doi.org/10.1007/978-3-030-50146-4_41
2019
Proceedings - 6th International Symposium on Computational and Business Intelligence, ISCBI 2018
2019. Conference paper. https://doi.org/10.1109/ISCBI.2018.00027
Journal of Chemical Information and Modeling
2019. Article. https://doi.org/10.1021/acs.jcim.9b00325
Practical Applications of Computational Biology and Bioinformatics, 12th International Conference
2019. Conference paper. https://doi.org/10.1007/978-3-319-98702-6_9
2018
2017
2016
2015
2009
2008
2007
2006
2005
2004
Ongoing projects
ProcTwin
ProcTwin develops digital tools to better understand and optimise key steps in steel production. By combining process simulations, machine learning, and sensor data, the project supports more efficient energy use and improved product quality across the production chain.
January 2025 - December 2028 InformaticsShiftLabs - Services for Digital Transformation
ShiftLabs supports small and medium-sized manufacturing companies in adopting new digital technologies. The initiative aims to strengthen Swedish manufacturing by pooling resources and expertise within regional technology centres to enhance and expand services for the manufacturing industry.
January 2023 - December 2025 Virtual EngineeringFinished projects
Can AI streamline the iron and steel industry?
The iron and steel industry needs to be streamlined and the amount of scrap reduced to increase returns. What is required is a faster and more reliable production with stricter tolerances – then better products are created that reach the customer faster. This project, INSITE-X, will develop an AI-based prototype for detailed simulation of dynamic production-behaviour of critical machines, to increase process understanding and control.
March 2021 - February 2024 InformaticsSwedish Metal
The project will create new values for the Swedish metal industry. This will be done through the use and development of recent data analysis techniques. By doing so, one will find currently hidden relationships between known and unknown process parameters and the resulting product quality.
October 2018 - October 2021 InformaticsBISON: Better decisions through Big Data
Big data has gained much interesting in recent years due to the rapid expansion of the massive amount of data that is available for solving different types of tasks within many different application domains. However, today's big data is still on a fairly low level of abstraction when it comes to complex decision support tasks, subject to e.g. high dimensionality and significant portions of uncertainty regarding which patterns to look for in the data.
October 2015 - September 2019 Informatics