Publications

Tatjana Legler; Vinit Vikas Hegiste; Martin Ruskowski

Multifaceted Applications of Federated Learning: Beyond Neural Networks

In: Kosmas Alexopoulos; Sotiris Makris; Panagiotis Stavropoulos (Hrsg.). Advances in Artificial Intelligence in Manufacturing II. European Symposium on Artificial Intelligence in Manufacturing (ESAIM-2024), Cham, Pages 271-278, ISBN 978-3-031-86489-6, Springer Nature Switzerland, 2025.

Vinit Vikas Hegiste; Tatjana Legler; Martin Ruskowski

Collaborative Learning in Shared Production Environment Using Federated Image Classification

In: Kosmas Alexopoulos; Sotiris Makris; Panagiotis Stavropoulos (Hrsg.). Advances in Artificial Intelligence in Manufacturing II. European Symposium on Artificial Intelligence in Manufacturing (ESAIM-2024), Cham, Pages 98-106, ISBN 978-3-031-86489-6, Springer Nature Switzerland, 2025.

Maximilian Albracht; Shivesh Kumar; Shubham Vyas; Frank Kirchner

Model Predictive Parkour Control of a Monoped Hopper in Dynamically Changing Environments

In: Andrea Del Prete; Abderrahmane Kheddar (Hrsg.). IEEE Robotics and Automation Letters (RA-L), Vol. 9, No. 10, Pages 8507-8514, IEEE, 10/2024.

Hannah Stein; René Herbert Reich; Lucian Visinescu; Wolfgang Maaß

Conceptualizing Personal Data Pricing Through Construal Level Theory

In: Americas Conference on Information Systems. Americas Conference on Information Systems (AMCIS-2025), August 14-16, Montreal, Canada, AIS, 8/2025.

Julian Wolter; Amr Gomaa

Predicting Human Behavior in Autonomous Systems: A Collaborative Machine Teaching Approach for Reducing Transfer of Control Events

In: ArXiv e-prints (arxiv), Vol. arXiv:2505.10695, ArXiv, 2025.

Roswitha Duwenbeck; Elsa Andrea Kirchner

Publications

Year

Multifaceted Applications of Federated Learning: Beyond Neural Networks

Collaborative Learning in Shared Production Environment Using Federated Image Classification

Model Predictive Parkour Control of a Monoped Hopper in Dynamically Changing Environments

Conceptualizing Personal Data Pricing Through Construal Level Theory

Predicting Human Behavior in Autonomous Systems: A Collaborative Machine Teaching Approach for Reducing Transfer of Control Events

A Machine Learning Approach for Resource-efficient and Subject-independent Speech Based Stress Detection

YouCodeGirls – Nutzung von Künstlicher Intelligenz zur zielgruppengerechten Unterstützung von Lernprozessen

A Microbubble-based Approach for Intra-Body Communication

CABSL 2 – Specification Language for Complex Behaviors

Dueling Behavior Leveraging Advanced Motion Control for the NAO Robot

Year