no code implementations • 11 Apr 2024 • Krzysztof Kotowski, Irena Roterman, Katarzyna Stapor
The prediction of intrinsic disorder regions has significant implications for understanding protein functions and dynamics.
1 code implementation • Proteins 2022 • Krzysztof Kotowski, Piotr Fabian, Irena Roterman, Katarzyna Stapor
In recent years, a new generation of algorithms for SS prediction based on embeddings from protein language models (pLMs) is emerging.
2 code implementations • Brain sciences 2022 • Werner Sommer, Katarzyna Stapor, Grzegorz Kończak, Krzysztof Kotowski, Piotr Fabian, Jeremi Ochab, Anna Bereś, Grażyna Ślusarczyk
Here, we present a new method for detecting a single changepoint in a linear time series regression model, termed residuals permutation-based method (RESPERM).
1 code implementation • Biocybernetics and Biomedical Engineering 2019 • Krzysztof Kotowski, Katarzyna Stapor, Jacek Leski
The areas of improvement include significantly lower averaging error (45% lower RMSE and 37% lower maximum difference than for original implementation) and increased robustness to local minima, strong outliers and corrupted epochs common to real-life EEG signals, especially from low-cost devices.