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Elmira Zohrevandi

Postdoc

Postdoctoral researcher in information visualization with focus on design and evaluation of visual analytics interfaces to strengthen human-automation collaboration.

Automation in today’s world has helped human operators having several tasks accomplished in limited time. Therefore, human’s role in automated environments are shifting from operational tasks to supervisory tasks.

In complex environments, supervisory tasks become sometimes difficult to manage as the operator needs to have a clear understanding of different operational levels in the system and make decisions safely and efficiently. My work focuses on strengthening human analytical reasoning by visualizing the constraints and relationships between system parameters to them. My research expertise includes domain problem characterization through work domain analysis, visual encoding design, evaluation study design and simulation design.

I have a M.Sc. degree in Transportation Systems Engineering and Logistics from the division of communication and transport (KTS) and a Ph.D. degree in Visualization and Media Technology from the division of media and information technology (MIT) at the Institute of science and technology (ITN) in Linköping University.

Publications

2025

Kostiantyn Kucher, Elmira Zohrevandi, Carl Westin (2025) Towards Visual Analytics for Explainable AI in Industrial Applications Analytics, Vol. 4, Article 7 (Article in journal) Continue to DOI
Yanqing Zhang, Leila Methnani, Emmanuel Brorsson, Elmira Zohrevandi, Andreas Darnell, Kostiantyn Kucher (2025) Designing Explainable and Counterfactual-Based AI Interfaces for Operators in Process Industries Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP '25): Volume 1: GRAPP, HUCAPP and IVAPP, p. 831-842 (Conference paper) Continue to DOI

2024

Elmira Zohrevandi, Katerina Vrotsou, Carl Westin, Jonas Lundberg, Anders Ynnerman (2024) Design of a Real-Time Visual Analytics Decision Support Interface to Manage Air Traffic Complexity
Elmira Zohrevandi, Pierangelo Dell'Acqua, Stefania Costantini, Francesco Gullo (2024) Design of a Framework to Enhance Road Safety in Mixed Autonomy Traffic Conditions Using Virtual Reality

2023

Elmira Zohrevandi, Emmanuel Brorsson, Andreas Darnell, Magnus Bång, Jonas Lundberg, Anders Ynnerman (2023) Design of an Ecological Visual Analytics Interface for Operators of Time-Constant Processes 2023 IEEE Visualization and Visual Analytics (VIS), p. 131-135 (Conference paper) Continue to DOI

Research

Graphics

Information Visualization

The group focuses on the explorative analysis and visualization of typically large and complex information spaces. We develop novel interactive visualization methods and tools that are able to efficiently support analysts from various domains.

Organisation

Portrait of Anders Ynnerman presenting in the dome theatre.

Media and Information Technology

The research at MIT is conducted in groups that focuses on a separate aspect of visual information technology, but not isolated from each other. The collaborative atmosphere involves both basic and application oriented research.
Small colored lights

Department of Science and Technology (ITN)

We research and teach in several technical and scientific disciplines in which our main areas are organic electronics, media, communications and logistics.

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