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Umeå University
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Research groups

Research groups at our department pursue research projects in several fields. In total, we have around 60 active scientists at all levels from PhD students to postdocs, assistant professors, senior lecturers, and full professors.

Agents and Reasoning Group
We are interested in agents that reason, and in reasoning about agents. We focus on studying reasoning principles, and on making software systems...
AI for Data Management
World-leading research that helps to fully utilise the potential of their data.
Autonomous Distributed Systems Lab
Read more about the internationally leading research group ADS Lab.
Research area: Computing science
Cyber Analytics and Learning Group
We are developing AI/ML models and algorithms for cutting-edge security solutions to protect critical infrastructures. In parallel, our research...
Deep Data Mining
We find patterns, relationships and trends in large datasets.
Research area: Computing science
Design Optimization
Exploiting the power of computer simulations and optimization in the engineering design process.
Research area: Computing science
Formal Methods for Trustworthy Hybrid Intelligence
Hybrid intelligence emerges from the collaboration between humans and intelligent systems, with the aim of enabling humans to achieve their goals...
Foundations of Language Processing
Read more about the research group Foundations of Language Processing.
Research area: Computing science
Green Distributed Computing Group
Our research is aimed at improving energy efficiency and reducing carbon emissions.
High-Performance and Automatic Computing
We focus on the development and analysis of accurate and efficient numerical algorithms.
Intelligent Robotics
Read more about the research group Intelligent Robotics.
Research area: Computing science
Interactive and Intelligent Systems
Read more about the research group Interactive and intelligent systems.
Research area: Computing science
Interpresence institute
An interdisciplinary organization using all available methods for putting focus on that special thing of being present, together.
Research area: Computing science, Design, Neurosciences, Psychology
Logic and Applications
Read more about the research group Logic and Applications.
Machine Learning
We do research in machine learning, with both method and theory development and often with applications in e.g. automated radiotherapy and in life...
Research area: Cancer, Computing science
Matrix Computations with Applications
Read more about the research group Matrix Computations with Applications.
Research area: Computing science
NAUSICA: PrivAcy-AWare traNSparent deCIsions group
We are interested in privacy-aware transparent AI systems.
Research area: Computing science
Non-linear estimation and contact-free measurements
Read more about the research group Non-linear estimation and contact-free measurements.
Research area: Computing science
Parallel and High-Performance Computing
We focus on algorithms, tools, and applications for scalable high-performance computer systems.
Research area: Computing science
Parallel and Scientific Computing
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Research area: Computing science
Queer Perspectives on Automated Facial Analysis Technology (Queer AI)
The Queer AI research group is engaged around issues of risks and opportunities with automated AI and facial analysis (FA) technology from a queer...
Research area: Computing science, Digital humanities, Ethnology, Informatics
Responsible Artificial Intelligence
Read more about the research group Responsible Artificial Intelligence.
Research area: Computing science
Socially aware AI
Enhancing AI systems so they can be aware of their social context.
Research area: Computing science
Software Engineering and Security
Our research group develops tools and techniques to evaluate software during its whole lifecycle, making sure that it behaves correctly, identifyin...
Spatial Cognitive Engineering
Read more on Spatial Cognitive Engineering.
Research area: Computing science
UmU Spatial Lab
We develop algorithms for spatial reasoning and spatial problem solving.
XAI – Explainable AI
Artificial intelligence is becoming increasingly used in society, business and industry. Explanatory AI is about making the decisions or actions...
Research area: Computing science
Latest update: 2021-11-02