no code implementations • 16 Apr 2024 • René Heinrich, Bernhard Sick, Christoph Scholz
Thus, this work demonstrates that even for the challenging task of bioacoustic bird classification, powerful yet interpretable deep learning models can be developed to provide valuable insights to domain experts.
1 code implementation • 15 Mar 2024 • Lukas Rauch, Raphael Schwinger, Moritz Wirth, René Heinrich, Jonas Lange, Stefan Kahl, Bernhard Sick, Sven Tomforde, Christoph Scholz
Data fragmentation and opacity across studies complicate a comprehensive evaluation of model performance.
1 code implementation • 29 Mar 2023 • René Heinrich, Christoph Scholz, Stephan Vogt, Malte Lehna
In recent years, researchers proposed a variety of deep learning models for wind power forecasting.
no code implementations • 26 Nov 2021 • Malte Lehna, Björn Hoppmann, René Heinrich, Christoph Scholz
Through their short trading horizon and continuous nature, the intraday markets offer the ability to adjust trading decisions from the day-ahead market or reduce trading risk in a short-term notice.