From brain to earth and climate systems: Small-world interaction networks or not? - Stephan Bialonski; Marie-Therese Horstmann; Klaus Lehnertz (CoRR, 2011)

Unraveling Spurious Properties of Interaction Networks with Tailored Random Networks - Stephan Bialonski; Martin Wendler; Klaus Lehnertz (CoRR, 2012)

Assortative mixing in functional brain networks during epileptic seizures. - Stephan Bialonski; Klaus Lehnertz (CoRR, 2013)

Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning. - Justus T. C. Schwabedal; Daniel Sippel; Moritz D. Brandt; Stephan Bialonski (CoRR, 2018)

FHAC at GermEval 2021: Identifying German toxic, engaging, and fact-claiming comments with ensemble learning. - Tobias Bornheim; Niklas Grieger; Stephan Bialonski (GermEval@KONVENS, 2021)

Automated scoring of pre-REM sleep in mice with deep learning. - Niklas Grieger; Justus T. C. Schwabedal; Stefanie Wendel; Yvonne Ritze; Stephan Bialonski (CoRR, 2021)

Automatic Readability Assessment of German Sentences with Transformer Ensembles. - Patrick Gustav Blaneck; Tobias Bornheim; Niklas Grieger; Stephan Bialonski (GermEval@KONVENS, 2022)

SUMO: Advanced sleep spindle identification with neural networks. - Lars Kaulen; Justus T. C. Schwabedal; Jules Schneider; Philipp Ritter; Stephan Bialonski (CoRR, 2022)

Speaker attribution in German parliamentary debates with QLoRA-adapted large language models. - Tobias Bornheim; Niklas Grieger; Patrick Gustav Blaneck; Stephan Bialonski (CoRR, 2023)

Data-Efficient Sleep Staging with Synthetic Time Series Pretraining. - Niklas Grieger; Siamak Mehrkanoon; Stephan Bialonski (CoRR, 2024)

Detecting Sexism in German Online Newspaper Comments with Open-Source Text Embeddings (Team GDA, GermEval2024 Shared Task 1: GerMS-Detect, Subtasks 1 and 2, Closed Track). - Florian Bremm; Patrick Gustav Blaneck; Tobias Bornheim; Niklas Grieger; Stephan Bialonski (CoRR, 2024)

From Sleep Staging to Spindle Detection: Evaluating End-to-End Automated Sleep Analysis. - Niklas Grieger; Siamak Mehrkanoon; Philipp Ritter; Stephan Bialonski (CoRR, 2025)