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Interactive Machine Learning

Publications

Page 1 of 23.

  1. CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models

    In: Companion Proceedings of the 17th ACM SIGCHI Symposium on Engineering Interactive Computing Systems. ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS-2025), 17th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, located at EICS-2025, June 23-27, Trier, Germany, Pages 59-61, EICS '25 Companion (EICS '25 Companion), ISBN 9798400718663, Association for Computing Machinery, 6/2025.

  2. InFL-UX: A Toolkit for Web-Based Interactive Federated Learning

    In: Companion Proceedings of the 17th ACM SIGCHI Symposium on Engineering Interactive Computing Systems. ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS-2025), 17th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, located at EICS-2025, June 23-27, Trier, Germany, Pages 65-67, EICS '25 Companion (EICS '25 Companion), ISBN 9798400718663, Association for Computing Machinery, 6/2025.

  3. Robert Leist; Hans-Jürgen Profitlich; Daniel Sonntag

    An AI-driven Clinical Decision Support System for the Treatment of Diabetic Retinopathy and Age-related Macular Degeneration

    In: Joint Proceedings of the ACM IUI Workshops 2025. Workshop on Intelligent and Interactive Health User Interfaces (HealthIUI-2025), located at IUI-2025, March 24, Cagliary, Italy, Association of Computing Machinery, New York, NY, United States, 5/2025.

  4. Towards Interpretable Radiology Report Generation via Concept Bottlenecks Using a Multi-agentic RAG

    In: Claudia Hauff; Craig Macdonald; Dietmar Jannach; Gabriella Kazai; Franco Maria Nardini; Fabio Pinelli; Fabrizio Silvestri; Nicola Tonellotto (Hrsg.). Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part III. European Conference on Information Retrieval (ECIR-2025), 47th European Conference on Information Retrieval, located at ECIR 2025, April 6-10, Lucca, Italy, Pages 201-209, Lecture Notes in Computer Science, Vol. 15574, Springer, 4/2025.

  5. 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.

  6. 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.

  7. 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.

  8. 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.

  9. Computational Sustainability and Technology (CST)

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

Contact

Office:

Phone: +49 441 99833 7440 (Oldenburg)
Phone: +49 681 85775 5320 (Saarbrücken)

Deutsches Forschungszentrum für
Künstliche Intelligenz GmbH (DFKI)
DFKI Niedersachsen
Interactive Machine Learning
Marie-Curie-Straße 1
26129 Oldenburg
Germany

Deutsches Forschungszentrum für
Künstliche Intelligenz GmbH (DFKI)
Interactive Machine Learning
Stuhlsatzenhausweg 3
Saarland Informatics Campus, Geb. D3 2
66123 Saarbrücken
Germany