Stephan Bialonski

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 9

Top Topics

Ensemble Learning

Automated Classification

Top Venues

GermEval@KONVENS

Publications

Niklas Grieger, Siamak Mehrkanoon, Stephan Bialonski
Data-Efficient Sleep Staging with Synthetic Time Series Pretraining. CoRR (2024)
Tobias Bornheim, Niklas Grieger, Patrick Gustav Blaneck, Stephan Bialonski
Speaker attribution in German parliamentary debates with QLoRA-adapted large language models. CoRR (2023)
Patrick Gustav Blaneck, Tobias Bornheim, Niklas Grieger, Stephan Bialonski
Automatic Readability Assessment of German Sentences with Transformer Ensembles. GermEval@KONVENS (2022)
Patrick Gustav Blaneck, Tobias Bornheim, Niklas Grieger, Stephan Bialonski
Automatic Readability Assessment of German Sentences with Transformer Ensembles. CoRR (2022)
Lars Kaulen, Justus T. C. Schwabedal, Jules Schneider, Philipp Ritter, Stephan Bialonski
SUMO: Advanced sleep spindle identification with neural networks. CoRR (2022)
Niklas Grieger, Justus T. C. Schwabedal, Stefanie Wendel, Yvonne Ritze, Stephan Bialonski
Automated scoring of pre-REM sleep in mice with deep learning. CoRR (2021)
Tobias Bornheim, Niklas Grieger, Stephan Bialonski
FHAC at GermEval 2021: Identifying German toxic, engaging, and fact-claiming comments with ensemble learning. GermEval@KONVENS (2021)
Tobias Bornheim, Niklas Grieger, Stephan Bialonski
FHAC at GermEval 2021: Identifying German toxic, engaging, and fact-claiming comments with ensemble learning. CoRR (2021)
Justus T. C. Schwabedal, Daniel Sippel, Moritz D. Brandt, Stephan Bialonski
Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning. CoRR (2018)
Stephan Bialonski, Klaus Lehnertz
Assortative mixing in functional brain networks during epileptic seizures. CoRR (2013)
Stephan Bialonski, Martin Wendler, Klaus Lehnertz
Unraveling Spurious Properties of Interaction Networks with Tailored Random Networks CoRR (2012)
Stephan Bialonski, Marie-Therese Horstmann, Klaus Lehnertz
From brain to earth and climate systems: Small-world interaction networks or not? CoRR (2011)