Interactive Machine Learning

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1. Michael Barz; Omair Shahzad Bhatti; Hasan Md Tusfiqur Alam; Ho Minh Duy Nguyen; Kristin Altmeyer; Sarah Malone; Daniel Sonntag

   eyeNotate: Interactive Annotation of Mobile Eye Tracking Data Based on Few-Shot Image Classification

   In: Journal of Eye Movement Research (JEMR), Vol. 18, No. 4, Pages 1-35, MDPI, 7/2025.

2. Hasan Md Tusfiqur Alam; Devansh Srivastav; Abdulrahman Mohamed Selim; Md Abdul Kadir; Md Moktadirul Hoque Shuvo; Daniel Sonntag

   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.

3. Tim Maurer; Abdulrahman Mohamed Selim; Hasan Md Tusfiqur Alam; Matthias Eiletz; Michael Barz; Daniel Sonntag

   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.

4. 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.

5. Hasan Md Tusfiqur Alam; Devansh Srivastav; Md Abdul Kadir; Daniel Sonntag

   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.

6. 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.

7. 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.

8. 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.

9. 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.

10. 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.

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