Kiel Marine Science

Prof. Dr. Agnes Koschmider

Hermann-Rodewald-Str. 3, 24118 Kiel
Phone: +49 431 880-6387
ak@informatik.uni-kiel.de

Personal Website

Information about Prof. Dr. Agnes Koschmider

Portrait

Agnes Koschmider is a professor of information systems at the Kiel University and head of the Process Analytics group. Before she was Associate Professor at the Poznań University of Economics and Business, interim professor at the University of Cologne and Postdoctoral Researcher at the Institute of Applied Informatics and Formal Description Methods at KIT. She received her doctoral degree and venia legendi in Applied Informatics, both from KIT.

Research questions

Her research interest broadly explores how to extract knowledge from raw data (like sensor data, time-series, image-based data). The key research questions addressed are:

  • WWhat to design a framework for the efficient processing of low-level data for the extraction of process knowledge (process mining)?
  • How can machine learning be used to increase data quality (e.g. noise) and thus accelerate data and process analysis?
  • How can synthetic data be efficiently generated that enable privacy-awareness or distributed analysis?
  • How can machine learning be used to reduce the involvement of users, but to increase the quality of the data-driven, discovered processes?
Current Research

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