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Publications

Displaying results 1 to 10 of 13365.

  1. 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.

  2. 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, 2024.

  3. 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, 2024.

  4. 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.

  5. 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 Learning, 2024.

  6. Alexander Wilhelm; Katharina Anna Zweig

    A Socioinformatic Approach to xAI

    In: Machine Learning and Knowledge Discovery in Databases. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), September 9-13, Springer Nature, 2024.

  7. 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 for Social Good (GoodIT-2024), September 4-6, Bremen, Germany, GoodIT '24, ISBN 9798400710940, Association for Computing Machinery, 9/2024.

  8. 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: Alberto Rodrigues da Silva; Miguel Mira da Silva; Jacinto Estima; Chris Barry; Michael Lang; Henry Linger; Christoph Schneider (Hrsg.). Advances in Information Systems Development: Information Systems Development, Organizational Aspects, and Societal Trends. Pages 153-172, Lecture Notes in Information Systems and Organisation (LNISO), Vol. 67, Springer Nature, Switzerland, 7/2024.

  9. 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.

  10. Tarek Elmihoub; Abdulhakim El Gadi Gadi; Lars Nolle; Frederic Theodor Stahl

    On Object Detection and Explainability with Sonar Imagery

    In: 2024 IEEE 4th International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering (MI-STA). IEEE International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering (MI-STA-2024), May 19-21, Tripoli, Libyan Arab Jamahiriya, Pages 1-8, ISBN 979-8-3503-7263-2, IEEE Xplore, New Jersey, 7/2024.

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