SAZED: parameter-free domain-agnostic season length estimation in time series data M Toller, T Santos, R Kern Data Mining and Knowledge Discovery 33 (6), 1775-1798, 2019 | 10 | 2019 |
A Formally Robust Time Series Distance Metric M Toller, BC Geiger, R Kern 5th SIGKDD Workshop on Mining and Learning from Time series., 2020 | 5 | 2020 |
Cluster purging: efficient outlier detection based on rate-distortion theory MB Toller, BC Geiger, R Kern IEEE Transactions on Knowledge and Data Engineering 35 (2), 1270-1282, 2021 | 3 | 2021 |
Robust parameter-free season length detection in time series M Toller, R Kern arXiv preprint arXiv:1911.06015, 2019 | 3 | 2019 |
Activation Bottleneck: Sigmoidal Neural Networks Cannot Forecast a Straight Line M Toller, H Hussain, BC Geiger arXiv preprint arXiv:2406.02146, 2024 | | 2024 |
Prediction of Non-Conformity in Aerospace Production with Deep Learning and Explainable AI JG Hoffer, M Toller XLI. Verformungskundliches Kolloquium 1 (1), 92-97, 2023 | | 2023 |