Interactive Machine Learning

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1. Hoang H. Le; Ho Minh Duy Nguyen; Omair Shahzad Bhatti; László Kopácsi; Thinh P. Ngo; Binh T. Nguyen; Michael Barz; Daniel Sonntag

   I-MPN: inductive message passing network for efficient human-in-the-loop annotation of mobile eye tracking data

   In: Scientific Reports (Sci Rep), Vol. 15, No. 1, Pages 1-17, Springer Nature, 4/2025.

2. Robert Leist; Hans-Jürgen Profitlich; Tim Hunsicker; Daniel Sonntag

   Towards Trustable Clinical Decision Support Systems: A User Study with Ophthalmologists

   In: IUI '25: Proceedings of the 30th International Conference on Intelligent User Interfaces. International Conference on Intelligent User Interfaces (IUI-2025), March 24-27, Cagliari, Italy, ISBN 979-8-4007-1306-4, Association for Computing Machinery, New York, NY, United States, 3/2025.

3. Siting Liang; Daniel Sonntag

   Explainable Biomedical Claim Verification with Large Language Models

   In: Joint Proceedings of the ACM IUI Workshops 2025. International Conference on Intelligent User Interfaces (IUI-2025), ACM IUI Workshops 2025, located at IUI-2025, March 24-27, Cagliari, Italy, Joint Proceedings of the ACM IUI Workshops 2025, 3/2025.

4. Rida Saghir; Ivan Braga Campos; Thiago Gouvea; Daniel Sonntag

   EcoScape Analyzer: A Tool for Performing Soundscape Analysis With Flexible Pipeline for Biodiversity Assessment

   In: IUI '25: Proceedings of the 30th International Conference on Intelligent User Interfaces. International Conference on Intelligent User Interfaces (IUI-2025), March 24-27, Cagliari, Italy, Pages 137-140, ISBN 9781450375139, Association for Computing Machinery, New York, NY, United States, 3/2025.

5. Rida Saghir

   Flexible and Interpretable Soundscape Analysis for Biodiversity Assessment and Ecosystem Health for Domain Experts

   In: IUI '25: Proceedings of the 30th International Conference on Intelligent User Interfaces. International Conference on Intelligent User Interfaces (IUI-2025), March 24-27, Cagliari, Italy, Pages 218-221, ISBN 9781450375139, Association for Computing Machinery, New York, NY, United States, 3/2025.

6. Aliki Anagnostopoulou; Hasan Md Tusfiqur Alam; Daniel Sonntag

   Self-improving Scene Understanding with Vision-Language Knowledge Integration [Extended Abstract]

   MIND workshop at the IUI'25 Conference, 3/2025.

7. Daniel Sonntag

   Computational Sustainability and Technology (CST)

   Deutsches Forschungszentrum für Künstliche Intelligenz GmbH, Technical Note, 2025.

8. Ho Minh Duy Nguyen; An T. Le; Trung Q. Nguyen; Nghiem T. Diep; Tai Nguyen; Duy Duong-Tran; Jan Peters; Li Shen; Mathias Niepert; Daniel Sonntag

   Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model

   In: The 16th Asian Conference on Machine Learning. Asian Conference on Machine Learning (ACML-2024), December 5-8, Proceedings of Machine Learning Research, 2025.

9. Sara-Jane Bittner; Michael Barz; Hans-Jürgen Profitlich; Mika P. Nieminen; Daniel Sonntag (Hrsg.)

   FunduScope: A Human-centered Tool for ML-assisted e-Learning in Ophthalmology

   International Conference on Intelligent User Interfaces (IUI-2025), located at IUI-2025, March 24-27, Cagliari, Italy, ISBN 979-8-4007-1409-2, ACM, 2025.

10. Sara-Jane Bittner; Robert Leist; László Kopácsi; Omair Shahzad Bhatti; Abdulrahman Mohamed Selim; Michael Barz; Daniel Sonntag (Hrsg.)

    Interactive Multimodal Photobook Co-Creation in Virtual Reality

    International Conference on Intelligent User Interfaces (IUI-2025), located at IUI-2025, March 24-27, Cagliari, Italy, ISBN 979-8-4007-1409-2, ACM, 2025.

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