Deutsch Intern
    Data Science Chair

    Pascal Janetzky, M.Sc.

    Chair of Data Science (Informatik X)
    University of Würzburg
    Campus Hubland Nord
    Emil-Fischer-Straße 50
    97074 Würzburg
    Germany

    Phone: (+49 931)  31 - 87028

    Email: janetzky[at]informatik.uni-wuerzburg.de

    Office: Room 9, 3rd floor at CAIDAS building 50 (Location)

    In 2022, I joined the Chair of Computer Science X. Previously, I received my Masters degree in Computer Science from the University of Würzburg.

    As part of my research, I have been working with time series and audio data. Did you know that the swarming event of a bee colony can be detected from the audio data? This is one of the findings we had, working with data from the we4bee project.

    Recently, I focused on working with environmental and climate data -- the global ERA5 dataset offers a huge collection of long term weather data! Pairing this resource with Machine Learning models makes for an interesting combination, as recent publications regarding weather forecasting demonstrate.

    Besides my research, I am also an administrator of our computer cluster. Together with my fellow admin colleagues, we keep the system running (well, most of the time...). If you have done machine learning research at out chair, then it's highly likely that you already interacted with our systems!

    If you are looking for a cool thesis topic or research assistant position, don't hesitate to contact me -- actually, that's exactly how I ended up here!

    Publications

    • Global Vegetation Modelin...
      Global Vegetation Modeling with Pre-Trained Weather Transformers. Janetzky, Pascal; Gallusser, Florian; Hentschel, Simon; Hotho, Andreas; Krause, Anna. 2024.
    • Swarming Detection in Sma...
      Swarming Detection in Smart Beehives Using Auto Encoders for Audio Data. Janetzky, Pascal; Schaller, Melanie; Krause, Anna; Hotho, Andreas. In 2023 30th International Conference on Systems, Signals and Image Processing (IWSSIP), pp. 1–5. 2023.
    • Automatic Speech Detection on a Smart Beehive’s Raspberry Pi. Janetzky, Pascal; Lissmann, Philip; Hotho, Andreas; Krause, Anna. In ESC, 8, p. 9. 2023.
    • Detecting Presence Of Spe...
      Detecting Presence Of Speech In Acoustic Data Obtained From Beehives. Janetzky, Pascal; Davidson, Padraig; Steininger, Michael; Krause, Anna; Hotho, Andreas. In DCASE, pp. 26–30. 2021.

    Other scientific activities

    • Co-Chair of the "Audio, Speech and Music" session at IWSSIP 2023
    • (Sub-)Reviewer for KI and WebConf'23