Robust Parameter-Free Season Length Detection in Time Series. - Maximilian Toller; Roman Kern (CoRR, 2019)

SAZED: parameter-free domain-agnostic season length estimation in time series data. - Maximilian Toller; Tiago Santos; Roman Kern (Data Min. Knowl. Discov., 2019)

A Formally Robust Time Series Distance Metric. - Maximilian Toller; Bernhard C. Geiger; Roman Kern (CoRR, 2020)

Cluster Purging: Efficient Outlier Detection Based on Rate-Distortion Theory. - Maximilian Toller; Bernhard C. Geiger; Roman Kern (IEEE Trans. Knowl. Data Eng., 2023)

Constraining Anomaly Detection with Anomaly-Free Regions. - Maximilian Toller; Hussain Hussain; Roman Kern; Bernhard C. Geiger (ICKG, 2024)

Activation Bottleneck: Sigmoidal Neural Networks Cannot Forecast a Straight Line. - Maximilian Toller; Hussain Hussain; Bernhard C. Geiger (CoRR, 2024)

Establishing and evaluating trustworthy AI: overview and research challenges. - Dominik Kowald; Sebastian Scher; Viktoria Pammer-Schindler; Peter Müllner; Kerstin Waxnegger; Lea Demelius; Angela Fessl; Maximilian Toller; Inti Gabriel Mendoza Estrada; Ilija Simic; Vedran Sabol; Andreas Trügler; et al. (Frontiers Big Data, 2024)

Detecting abrupt changes in missing time series data. - Maximilian B. Toller; Bernhard C. Geiger; Roman Kern (Inf. Sci., 2025)