Research

The data mining group focuses on the the mining of data in general, like mining for classification & regression and clustering, as well as extracting information from complex data and origins. Furthermore, the groups expertise is also in visualization or the applications of data mining on real-world problems and research questions. The following sections and paragraphs give some initial insight into our research areas:

  • Data mining
    • Classification & regression
    • Clustering
    • Pattern Mining
    • Density Estimation
    • Process Mining
    • Visualization
  • Mining Complex Data
    • Data Streams
    • Graph Mining
    • Sequence and String Mining
    • Relational Data Mining and Inductive Logic Programming
    • Spatio-Temporal Data
    • Image Data (Pixel/Voxel Data)
  • Applications
    • Cheminformatics
    • Bioinformatics
    • Medical Data Mining
    • Computational Sustainability
    • Text Mining
    • Biodegradability and Biodegradation
    • Predictive Toxicology