Applied Statistics and Modelling
- Fuzzy statistics
- Data mining and econometrics methods
- Survey statistics
- Treatment effect evaluation
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.
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
Document, Image and Video Analysis
- Multimodal Information Processing
- Machine Learning & Deep Learning
- Structural Pattern Recognition, Graph Matching
- (Historical) Document Analysis, Recognition and Processing
- Human Machine Interaction
- Visualization
Human Computer Interaction
- Multimodal Human Machine Interaction
- Data Visualization
- Interactive AI
- Human-Building Interaction
Soft and Cognitive Computing
- Fuzzy Sets and Systems
- Computational Intelligence
- Soft, Perceptual and Granular Computing
Artificial Intelligence for Discovering Obscured Shapes
- Computational Topology
- Foundations of Machine Learning
- Geometrical & Topological Deep Learning
- Topological Data Analysis