AI for the Benefit of Human Experts (AIBEX)
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Deep Learning, Large Vision Models, Large Language Models
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Graph-Based Pattern Recognition
- Document Analysis, Handwriting Analysis
- Digital Humanities
- Digital Pathology
- AI-Oriented Software Engineering
Research Groups
Research in the department is carried out by a number of different groups, each with its own focus. The groups are involved in numerous national and international projects supported by various funding bodies, and publish regularly in internationally recognized conferences, journals and edited books. Brief descriptions of each group as well as a link to the group's web page can be found by following the links below.
AIDOS Lab
- Computational Topology
- Foundations of Machine Learning
- Geometrical & Topological Deep Learning
- Topological Data Analysis
Decision Support & Operations Research
- Modeling language development for mathematical optimization problems
- Combinatorial optimization and graph theory
- Heuristic and meta-heuristic methods
- Decision support: models, methods and applications
Digitalization and Information Systems Group
- Design, Implementation and Analysis of Enterprise Information Systems
- Enterprise Modeling and Metamodeling
- Blockchains
- Visualization and Device-Iess Interaction
Foundations of Dependable Systems
- complementation of Büchi automata
- omega-automata with blind counters
- security in electronic voting
- algorithms for ecological graphs
- intrusion detection in smart grids
