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Bianca Katharina Lüders, M.Sc.

Lupe [1]

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 [2] and DaWanda [3], she decided to dive much deeper into the area of data science, data analytics and machine learning and joined the Telekom Innovation Laboratories [4] 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


Victor, F. and Lüders, B. (2019). Measuring Ethereum-Based ERC20 Token Networks [8]. Financial Cryptography and Data Security. Springer International Publishing, 113–129.

Lüders, B. and Ruppel, P. (2018). Macroscopic Patterns in Sparse Location Data: Identifying Mobility Prototypes [9]. Proceedings of the 4th IEEE International Conference on Big Data Service and Applications (BigDataService 2018)


  • 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

Supervised Theses

  • Bekfani, O. (2020). Natural Language Processing in Digital Citizen Participation. Master Thesis, Technische Universität Berlin [10]
  • Zoabi, M. (2019). Real-time Detection of Urban Situations using Social Sensors. Master Thesis, Technische Universität Berlin [11]
  • Aggarwal, R. (2018). Exploration of Similarities between smart contracts on the Ethereum Blockchain using NLP techniques. Master Thesis, Technische Universität Berlin [12]
  • Arif, M. (2018). Community Detection and Observation in Large-scale Transaction-based Networks. Master Thesis, Technische Universität Berlin [13]
  • Singh, P. (2017). Collaborative Location Recommendations. Master Thesis, Technische Universität Berlin [14]


Bianca Katharina Lüders, M.Sc.
Service-centric Networking
TEL 19
Ernst-Reuter-Platz 7
10587 Berlin
Phone: +49 30 8353 58335
Fax: +49 30 8353 58409
e-mail query [16]

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