Intern
Lehrstuhl für Informatik III

Nikolas Wehner M. Sc.

Telefon (0931) 31-88150
Telefax (0931) 31-86632
E-Mail nikolas.wehner@uni-wuerzburg.de
Raum A213a
Anschrift Lehrstuhl für Informatik III
Am Hubland
D-97074 Würzburg

Contents: Overview | Publications | Teaching  | Working Group | Projects

Research Interests

My research interests include the following topics:

  • Quality of Experience (QoE) of Internet applications
  • Measurement and analytics of (encrypted) network traffic
  • Artificial intelligence and machine learning for networks
  • Performance analysis and modeling of communication systems

Recent Publications

  • 1.
    Dietz, K. et al. I Choose You: Evaluating the Impact of Feature Selection on XAI Consensus for ML-NIDS. in 3rd Workshop on Machine Learning & Networking (MaLeNe) as part of NetSys’25 (2025).
  • 1.
    Seufert, M. et al. Hot Topic Abstract: Marina: Realizing ML-driven Real-time Network Traffic Monitoring at Terabit Scale. in International Conference on Networked Systems (NetSys) (2025).
  • 1.
    Wehner, N., Blouin, F., Ouellette, M., Perez, P. & Hoßfeld, T. Modeling the Key Quality Indicators of Short-Form Video Preloading Strategies. in 17th International Conference on Quality of Multimedia Experience (QoMEX) (2025).
  • 1.
    Wehner, N., Seufert, A., Hoßfeld, T. & Seufert, M. A Tutorial on Data-Driven Quality of Experience Modeling with Explainable Artificial Intelligence. IEEE Communications Surveys & Tutorials (2025).
  • 1.
    Wehner, N. et al. Exploring the Application of Time Series Foundation Models to Network Monitoring Tasks. Computer Networks, Special Issue on Generative and Explainable AI for Internet Traffic and Network Architectures (2025).

A comprehensive list of all publications can be found here: Publications