Department Informatik

Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML (2025) Deutel M, Kontes G, Mutschler C, Teich J Journal article, Original article The Impact of List Reduction for Language Agnostic Test Case Reducers (2025) Heineken T, Philippsen M Conference contribution, Original article GNSS Interference Monitoring: Resilience of Machine Learning Methods on Public Real-World Datasets (2024) Heublein L, Raichur NL, Feigl T, Brieger T, Heuer F, Asbach L, Ruegamer A, Ott F Journal article, Original article Leveraging Large Language Models to Generate Course-specific Semantically Annotated Learning Objects (2024) Lohr D, Berges MP, Chugh A, Kohlhase M, Müller D Journal article, Original article Harnessing multimodal approaches for depression detection using large language models and facial expressions (2024) Sadeghi M, Richer R, Egger B, Schindler-Gmelch L, Rupp L, Rahimi F, Berking M, Eskofier B Journal article, Original article TinyEP: TinyML-enhanced Energy Profiling for Extreme Edge Devices (2024) Müller K, Weidner J, Franchi N, Wägemann P Journal article Facing depression: evaluating the efficacy of the EmpkinS-EKSpression reappraisal training augmented with facial expressions – protocol of a randomized controlled trial (2024) Keinert M, Schindler-Gmelch L, Rupp L, Sadeghi M, Capito K, Hager M, Rahimi F, et al. Journal article, other From Platform Specification to Product Simulation: A Novel Application of SysML v2 in Product Line Engineering (2024) Wagner H, Arestova A, Portenlänger L, German R, Zuccaro C Conference contribution Penetration testing in agile cybersecurity environments (2024) Alshra'a AS, Al Sardy L, German R Book chapter / Article in edited volumes TCP CUBIC with HyStart: Congestion Control for Satellite Communication in OMNeT++ INET (2024) Martino L, Deutschmann J, Hielscher KS, German R Conference contribution, Conference Contribution