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
Le département est composé de plusieurs groupes de recherche. Chacun de ces groupes se concentre sur un domaine différent du monde de l'informatique. En suivant les liens ci-après, vous trouverez une brève description de chaque groupe de recherche ainsi que le lien vers le site officiel de chaque groupe.
Remarque: les pages individuelles ne sont disponibles qu'en anglais.
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
eXascale Infolab
- big data
- infrastructures for large-scale non-relational data
- graph data management
- social data management
- linked data management
- crowdsourcing platforms
- emergent semantics
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
