Lehr- und Forschungseinheit für Datenbanksysteme
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Research – Forschung

Examples for our research areas include the following topics:

  • Clustering
  • Process Mining
  • Remote Sensing & Imaging
  • Graph Machine Learning
  • Machine Learning with limited labeled data
  • (Deep) Reinforcement Learning
  • Machine Learning with Knowledge Basis
  • Semi-/Supervised Natural-Language-Processing
  • Modern database architectures for the cloud and the edge (Prof. Paradies)
  • Database systems on modern hardware (in particular storage) (Prof. Paradies)
  • Database Support for multi-dimensional raster data (Prof. Paradies)
  • Resource- and energy-efficient data processing (Prof. Paradies)