Lehr- und Forschungseinheit für Datenbanksysteme

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Research – Forschung

Examples for our research areas include the following topics:

  • Data mining, machine learning and knowledge discovery
    • High-dimensional data, time series, subspace clustering, network analysis
    • Stream data mining, sensor data mining, time series, mobile objects, spatio-temporal data, process mining
    • Visual data analytics, interactive data mining, distributed processing of data mining tasks
    • Data Mining Frameworks (ELKI, MOA)
  • Data management and data access technology
    • Adaptive similarity models for multimedia, spatial and uncertain objects
    • Efficient similiarity search algorithms, approximation techniques
    • Indexing of time series and extended spatial-temporal objects