Christian Bergler

Lehrstuhl für Informatik 5 (Mustererkennung) Professur für Informatik (Mustererkennung)

Deep Learning Architectures for Fault Analysis in Power System Protection: A Reproducible Evaluation on Public Waveform Data (2027) Oelhaf J, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Journal article, Original article BatSpot: A retrainable neural network for automatic detection and classification of bat echolocation and detection of buzzes and social calls (2026) Smeele SQ, Hauer C, Bergler C, Dechmann DK, Dietzer MT, Elmeros M, Fjederholt ET, et al. Journal article A Standardized Framework for Machine Learning in Power System Protection (2026) Oelhaf J, Kordowich G, Perez Toro PA, Bergler C, Jäger J, Maier A, Bayer S Journal article Machine Learning Detection of Scarring Events in Killer Whales (2026) Barnhill A, Towers JR, van Weelden C, Rörup T, Nöth E, Maier A, Bergler C Journal article Robustness Evaluation of Machine Learning Models for Fault Classification and Localization in Power System Protection (2026) Oelhaf J, Pashaei M, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Journal article Leveraging Co-Occurrence to Improve Deep Learning Photo-Identification in Social Animals (2026) Barnhill A, Towers JR, Sutton GJ, Shaw TJ, Doniol-Valcroze T, Maier A, Nöth E, Bergler C Journal article PROTECT-90: A Fault Dataset for Power System Protection (2026) Oelhaf J, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Fault Inception Detection in Real-World Disturbance Data for Power System Protection (2026) Oelhaf J, Pashaei M, Perez Toro PA, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Controlled Comparison of Machine Learning Models for Fault Classification and Localization in Power System Protection (2026) Oelhaf J, Kordowich G, Kim C, Andrea Perez-Toro P, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Advances in deep learning-driven photo identification and meta analysis of cetaceans in large data repositories (2025) Barnhill A, Towers JR, Shaw T, Arias M, Becares A, Doniol-Valcroze T, von Fersen L, et al. Journal article