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Photo of Magnus Bång

Magnus Bång

Professor

Universitetslektor

Publications

2025

Leonhard Faubel, Thomas Woudsma, Benjamin Kloepper, Holger Eichelberger, Fabian Buelow, Klaus Schmid, Amir Ghorbani Ghezeljehmeidan, Leila Methnani, Andreas Theodorou, Magnus Bång (2025) MLOps for Cyberphysical Production Systems: Challenges and Solutions IEEE Software, Vol. 42, p. 65-73 (Article in journal) Continue to DOI

2024

Leonhard Faubel, Thomas Woudsma, Leila Methnani, Amir Ghorbani Ghezeljhemeidan, Fabian Buelow, Klaus Schmid, Willem D. van Driel, Benjamin Kloepper, Andreas Theodorou, Mohsen Nosratinia, Magnus Bång (2024) A MLOps Architecture for XAI in Industrial Applications 2024 IEEE 29TH INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION, ETFA 2024 (Conference paper) Continue to DOI
Magnus Nylin, Jonas Lundberg, Magnus Bång, Kostiantyn Kucher (2024) Glyph Design for Communication Initiation in Real-Time Human-Automation Collaboration Visual Informatics, Vol. 8, p. 23-35 (Article in journal) Continue to DOI
Jonas Lundberg, Magnus Nylin, Gesa Praetorius, Anders A. Jansson, Magnus Bång (2024) Modelling operator control work across traffic management domains: implications for interaction design Cognition, Technology & Work, Vol. 26, p. 281-299 (Article in journal) Continue to DOI

2023

Gianluca Manca, Nilavra Bhattacharya, Sylvia Maczey, Dawid Ziobro, Emmanuel Brorsson, Magnus Bång (2023) XAIProcessLens: A Counterfactual-Based Dashboard for Explainable AI in Process Industries HHAI 2023: AUGMENTING HUMAN INTELLECT, p. 401-403 (Conference paper) Continue to DOI

News

Två persons infront of a row of computer screens in an air traffic control tower at night.

AI learning user behaviour – the future of automation

Automated systems collaborating with humans will be better if they get to know the user through artificial intelligence compared with traditional systems that the user has to learn. This is shown in a recent study involving air traffic controllers.
A portrait of Magnus Bång standing in between two shelves filled with electronics

Better results when AI and humans collaborate

Artificial intelligence that doesn’t take into account human operators creates problems. Now LiU researchers are building a system where AI and humans work together to control air traffic.
Multiple cargo ships meet in a narrow strait.

Research collaboration in Östergötland to increase shipping efficiency

LiU and the Swedish Maritime Administration have established research collaboration to develop more sustainable, efficient and safe shipping operations based on such technology as artificial intelligence and interactive visualisation.

About the division

The robotdog Spot hands over a first aid kit to a kneeling man

Artificial Intelligence and Integrated Computer Systems (AIICS)

The AIICS division is part of the Department of Computer and Information Science. The division's main focus is research and teaching in artificial intelligence, its theoretical foundations and its applications.

Colleagues at AIICS

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Tohid Ardeshiri
Senior Research Coordinator
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Mohsen Asgari
PhD student
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David Bergström
PhD student
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Marcel Bollmann
Associate Professor
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Lukas Borggren
Placeholder for missing image of Andreas Bueff
Andreas Bueff
Postdoc
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Sanjay Chakraborty
Postdoc
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Peter Dalenius
Lecturer
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Patrick Doherty
Professor
Photo of Ehsan Doostmohammadi
Ehsan Doostmohammadi
Photo of Dominik Drexler
Dominik Drexler
Postdoc
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Leif Eriksson
PhD student
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Josef Fagerström
PhD student
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Hoda Fakhar
PhD student
Photo of Johannes Klaus Fichte
Johannes Klaus Fichte
Associate Professor
Photo of Markus Fritzsche
Markus Fritzsche
PhD student
Photo of Martin Funkquist
Martin Funkquist
PhD student
Photo of Elliot Gestrin
Elliot Gestrin
PhD student
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Kevin Glocker
PhD student
Photo of Daniel Gnad
Daniel Gnad
Assistant Professor, Docent
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Johanna Groven
PhD student
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Christian Gustavsson
PhD student
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Hugo-Henrik Hachem
Postdoc
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Arash Haratian
PhD student
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Kristina von Hausswolff
Postdoc
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Fredrik Heintz
Professor, Head of Division, Head of Unit
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Oskar Holmström
PhD student
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Paul Höft
PhD student
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Leo Jarhede
Teaching Assistant
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Mikael Johansson
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Peter Jonsson
Professor, Head of Unit
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Oliver Jørgensen
PhD student
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Marco Kuhlmann
Deputy Head of Department, Professor, Head of Unit
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Kätriin Kukk
PhD student
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Jenny Kunz
Postdoc
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Jonas Kvarnström
Associate Professor, Docent
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Victor Lagerkvist
Senior Associate Professor
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Arnaud Lequen
Postdoc
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Kristina Levina
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Katerina Linden
Postdoc
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Marcus Lång
PhD student
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Mohamed Maizia
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Dennis Malmgren
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Linda Mannila
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Damien Van Meerbeeck
PhD student
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Farid Musayev
PhD student
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Mikael Nilsson
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Ulf Nilsson
Professor Emeritus
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Romina Oji
PhD student
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George Osipov
Postdoc
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Tommy Persson
Research Engineer
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Windy Phung
PhD student
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Piotr Rudol
Research Engineer
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Jendrik Seipp
Senior Associate Professor, Head of Unit
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Md Fahim Sikder
PhD student
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Mika Skjelnes
PhD student
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Amath Sow
PhD student
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Andrzej Szalas
Professor Emeritus
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Gustaf Söderholm
PhD student
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Mattias Tiger
Assistant Professor
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Olle Torstensson
PhD student
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Diana Unander
Senior Coordinator
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Jorke de Vlas
PhD student
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Emil Wiman
PhD student
Photo of Mariusz Wzorek
Mariusz Wzorek
Assistant Professor, Head of Unit

About the department

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Department of Computer and Information Science (IDA)

The Department of Computer and Information Science is one of the largest departments in northern Europe in its field. Research activity covers artificial intelligence, human-computer interaction, software and computer systems, and data science.

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