Lehrstuhl für Informatik 5 (Mustererkennung)

Impact of Training Dataset Size for ML Load Flow Surrogates (2025) Conrad T, Kim C, Jäger J, Maier A, Bayer S Conference contribution, Conference Contribution Neural network synthetic dataset generation for fault detection in district heating substations (2025) Stecher D, Ziegltrum L, Reiprich P, Fuchs C, Maier A, Schmidt J Journal article 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 A Scoping Review of Machine Learning Applications in Power System Protection and Disturbance Management (2025) Oelhaf J, Kordowich G, Pashaei M, Bergler C, Maier A, Jäger J, Bayer S Journal article, Review article Automated Speech Markers of Alzheimer Dementia: Test of Cross-Linguistic Generalizability (2025) Perez Toro PA, Ferrante FJ, Pérez G, Tee BL, de Leon J, Nöth E, Schuster M, et al. Journal article A Graph Neural Network-Based Approach for Power System Protection (2025) Kordowich G, Oelhaf J, Maier A, Bayer S, Jäger J Conference contribution, Conference Contribution AAPM CT metal artifact reduction grand challenge (2025) Haneda E, Peters N, Zhang J, Karageorgos G, Xia W, Paganetti H, Wang G, et al. Journal article Leveraging Last-Known-Well Times for Radiomics-Based Stroke Onset Estimation from Non-contrast CT (2025) Vorberg L, Rist L, Ditt H, Maier A, Taubmann O Conference contribution, Conference Contribution An artificial intelligence model of whole-slide pathology specimens differentiating cutaneous high-grade squamous proliferations (2025) Petzold A, Wessely A, Erdmann M, Schliep S, Schreml S, Rivera Monroy LC, Vera J, et al. Journal article Impact of Plasticity-Based Reservoir Adaptation on Spectral Radius and Performance of ESNs (2025) Weber F, Belanche-Muñoz L, Maier A Conference contribution