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TU Berlin

Inhalt des Dokuments

Bianca Katharina Lüders, M.Sc.

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Bianca received her master’s degree in industrial engineering and management with a focus on systems engineering at the TU Berlin in 2016. In her master thesis she developed a novel framework and provided a prototype for enhancing user privacy in location-based services by mining macroscopic patterns from movement data.

After several valuable practical experiences, including working in the Business Intelligence departments of Otto and DaWanda, she decided to dive much deeper into the area of data science, data analytics and machine learning and joined the Telekom Innovation Laboratories as a research scientist in the strategic research area of Service-centric Networking led by Prof. Axel Küpper in January 2017.

Research Interests

  • Privacy and Security
  • Location-based Services
  • Data and Text Mining
  • Big Data and Data Analytics
  • Financial Mathematics
  • Machine Learning

Publications

Lüders, B. and Ruppel, P. (2018). Macroscopic Patterns in Sparse Location Data: Identifying Mobility Prototypes. Proceedings of the 4th IEEE International Conference on Big Data Service and Applications (BigDataService 2018)


Thesis

  • Lüders, B. (2016). Macroscopic Pattern Mining based on Human Mobility in Urban Environments. Master Thesis, Technische Universität Berlin
  • Lüders, B. (2013). Konzeption eines Vorgehensmodells zur Optimierung der Stammdatenqualität in Unternehmen. Bachelor Thesis, Technische Universität Berlin

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Bianca Katharina Lüders, M.Sc.
Telekom Innovation Laboratories
Service-centric Networking
TEL 19
Ernst-Reuter-Platz 7
10587 Berlin
+49 30 8353 58335