Publikationen

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Sabine Janzen; Prajvi Saxena; Cicy Agnes; Wolfgang Maaß

Adaptive AI Systems in Knee Rehabilitation: Integrating Artificial Mental Models for Personalized Patient Support

In: 13. Jahreskongress der Deutschen Kniegesellschaft. Jahreskongress der Deutschen Kniegesellschaft (DKG-2024), November 8-9, Hamburg, Germany, DKG, …
Hannes Kath; Patricia P. Serafini; Ivan B. Campos; Thiago Gouvea; Daniel Sonntag

Leveraging transfer learning and active learning for data annotation in passive acoustic monitoring of wildlife

In: Ecological Informatics, Vol. 82, Pages 1-9, Elsevier, 2024.
Tobias Jungbluth; Maurice Rekrut; Amr Gomaa; Michael Feld

Tailoring Takeover Requests in Autonomous Driving to Mental Workload

In: 5th International Neuroergonomics Conference. Neuroergonomics Conference (NEC-2024), July 8-12, Bordeaux, France, Frontiers in Neuroergonomics, …
Amelie Scharf; Claus von der Burchard; Ayse Tatli; Monty Santarossa; Julia Andresen; Reinhard Koch; Heinz Handels; Timo Kepp; Johann Roider

Linking AI-based biomarker analysis to visual acuity changes in central serous chorioretinopathy (CSCR)

In: Investigative Ophthalmology & Visual Science (IOVS), Vol. 65, No. 7, Pages 6192-6192, The Association for Research in Vision and Ophthalmology, …
Joshua Niemeijer; Jan Ehrhardt; Hristina Uzunova; Heinz Handels

TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification

In: ArXiv e-prints (arxiv), Vol. 0, Pages 1-10, arXiv, 2024.
Théo Vincent; Fabian Wahren; Jan Peters; Boris Belousov; Carlo D’Eramo (Hrsg.)

Adaptive Q-Network: On-the-fly Target Selection for Deep Reinforcement Learning

European Workshop on Reinforcement Learning (EWRL-2024), 17th European Workshop on Reinforcement Learning, European Workshop on Reinforcement …
Alexander Wilhelm; Katharina Anna Zweig

Machine Learning and Knowledge Discovery in Databases

In: Machine Learning and Knowledge Discovery in Databases. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery …
Nils Feldhus; Aliki Anagnostopoulou; Qianli Wang; Milad Alshomary; Henning Wachsmuth; Daniel Sonntag; Sebastian Möller

Towards Modeling and Evaluating Instructional Explanations in Teacher-Student Dialogues

In: Proceedings of the 2024 International Conference on Information Technology for Social Good. ACM International Conference on Information Technology …
Snehal Walunj; Michael Sintek; Parsha Pahlevannejad; Christiane Plociennik; Martin Ruskowski.

Ontology-Based Digital Twin Framework Using Contextual Affordances for Worker Assistance in Smart Factories

In: Marco De Marco Paolo Spagnoletti. Advances in Information Systems Development: Information Systems Development, Organizational Aspects, and …
Aliki Anagnostopoulou; Thiago Gouvea; Daniel Sonntag

Enhancing Journalism with AI: A Study of Contextualized Image Captioning for News Articles using LLMs and LMMs

Trustworthy Interactive Decision-Making with Foundation Models Workshop @ IJCAI 2024, 8/2024.

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