Forschungsgruppen

Das Departement für Informatik besteht aus verschiedenen Forschungsgruppen, die sich jeweils mit verschiedenen Bereichen der Informatik beschäftigen. Die untenstehenden Links öffnen eine kurze Beschriebung der jemeiligen Gruppe mit einem Link zu ihrer Webseite. Bitte beachten Sie, dass die individuellen Forschungsgruppenwebseiten nur in englischer Sprache verfasst sind.

Applied Statistics and Modelling

  • Fuzzy statistics
  • Data mining and econometrics methods
  • Survey statistics
  • Treatment effect evaluation

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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

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Digitalization and Information Systems Group

  • Design, Implementation and Analysis of Enterprise Information Systems
  • Enterprise Modeling and Metamodeling
  • Blockchains
  • Visualization and Device-Iess Interaction

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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

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eXascale Infolab

  • Big Data
  • Social Data
  • Data Science Infrastructures
  • Crowdsourcing

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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

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Human-Computer Interaction

  • Multimodal Human Machine Interaction
  • Data Visualization
  • Interactive AI
  • Human-Building Interaction

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Soft and Cognitive Computing

  • Fuzzy Sets and Systems
  • Computational Intelligence
  • Soft, Perceptual and Granular Computing

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Software Engineering

  • Privacy-preserving IoT services using trusted execution environments
  • Leveraging distributed consensus models to improve trust in IoT

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Artificial Intelligence for Discovering Obscured Shapes

  • Computational Topology
  • Foundations of Machine Learning
  • Geometrical & Topological Deep Learning
  • Topological Data Analysis

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