Interactive Machine Learning

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1. Stefan Gerd Fritsch; Cennet Oguz; Vitor Fortes Rey; Lala Ray; Maximilian Kiefer-Emmanouilidis; Paul Lukowicz

   MuJo: Multimodal Joint Feature Space Learning for Human Activity Recognition

   In: 2025 IEEE International Conference on Pervasive Computing and Communications. IEEE International Conference on Pervasive Computing and Communications (PerCom-2025), March 17-21, Washington D.C. District of Columbia, USA, IEEE, 2025.

2. Daniel Geißler; Bo Zhou; Paul Lukowicz

   Strategies and Challenges of Efficient White-Box Training for Human Activity Recognition

   In: IEEE PerCom 2025 Proceedings (Hrsg.). IEEE PerCom. International Conference on Supercomputing (ICS), IEEE, 2025.

3. Bo Zhou; Mengxi Liu; Sizhen Bian; Daniel Geißler; Paul Lukowicz; Jose Miranda; Jonathan Dan; David Atienza; Mohamed Riahi; Nobert Wehn; Russel Torah; Sheng Yong; Jidong Liu; Stephen Beeby; Magdalena Kohler; Berit Greinke; Junchun Yu; Vincent Nierstrasz; Leila Sheldrick; Rebecca Stewart; Tommaso Nieri; Matteo Maccanti; Daniele Spinelli

   MULTI-PARTNER PROJECT: SUSTAINABLE TEXTILE ELECTRONICS (STELEC)

   In: Design, Automation & Test in Europe (DATE). Design, Automation & Test in Europe (DATE-2025), March 31 - April 2, Lyon, France, IEEE, 2025.

4. Federico Cruciani; Stefan Gerd Fritsch; Ian Cleland; Vitor Fortes Rey; Chris Nugent; Paul Lukowicz

   Few-Shot Human Activity Recognition Using Lightweight Language Models

   In: 2025 International Conference on Activity and Behavior Computing (ABC). International Conference on Activity and Behavior Computing (ABC-2025), 7th International Conference on Activity and Behavior Computing, April 21-25, Abu Dhabi, United Arab Emirates, IEEE, 2025.

5. Matthias Tschöpe; Stefan Gerd Fritsch; Vitor Fortes Rey; Niranjan Narendra Nandurkar; Sarah Trevenna; Eloise Monger; Paul Lukowicz

   NEEDLE: Nurse Education Enhanced by Vision-based Deep Learning Evaluation

   In: 2025 7th International Conference on Activity and Behavior Computing (ABC). International Conference on Activity and Behavior Computing (ABC), April 21-25, Abu Dhabi, Abu Dhabi, United Arab Emirates, Pages 1-10, IEEE Xplore, 2025.

6. Hamraz Javaheri; Omid Ghamarnejad; Paul Lukowicz; Gregor A Stavrou; Jakob Karolus

   From Concept to Clinic: Multidisciplinary Design, Development, and Clinical Validation of Augmented Reality-Assisted Open Pancreatic Surgery

   In: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. ACM International Conference on Human Factors in Computing Systems (CHI), Pages 1-24, ACM, 2025.

7. Hamraz Javaheri; Omid Ghamarnejad; Ragnar Bade; Paul Lukowicz; Jakob Karolus; Gregor Alexander Stavrou

   Beyond the visible: preliminary evaluation of the first wearable augmented reality assistance system for pancreatic surgery

   In: International Journal of Computer Assisted Radiology and Surgery (IJCARS), Vol. 20, No. 1, Pages 117-129, Springer, 2025.

8. Daniel Geißler; Mengxi Liu; Bo Zhou; Sungho Suh; Paul Lukowicz

   Spend More to Save More (SM2): An Energy and Hardware-Aware Implementation of Successive Halving for Sustainable Hyperparameter Optimization

   In: Architecture of Computing Systems. International Conference on Architecture of Computing Systems (ARCS), Springer Nature Link, 2025.

9. Passant Alagroudy; Jie Li; Albecht Schmidt; Paul Lukowicz; Kaisa Väänänen; Hirishi Ishii; Antti Oulasvirta; Rui Prada; Giulia Barbareschi; Agnes Grünerbl; Abdallah El Ali; Anicia Peters; Alexandra Deining; Fiona Draxler; Wendy Mackay; Elisatheth Churchill; Julie Williamson; Robin Welsch; Midori Kawaguchi

   Transforming HCI Methods using GenAI and "Large Whatever Models" (LWMs)

   In: Special Interest Group at the ACM CHI Conference on Human Factors in Computing Systems. ACM International Conference on Human Factors in Computing Systems (CHI-2024), May 11-16, Honolulu, Hawaii, USA, ACM, 5/2024.

10. Mengxi Liu; Vitor Fortes Rey; Yu Zhang; Lala Ray; Bo Zhou; Paul Lukowicz

    iMove: Exploring Bio-Impedance Sensing for Fitness Activity Recognition

    In: 2024 IEEE International Conference on Pervasive Computing and Communications (PerCom). IEEE International Conference on Pervasive Computing and Communications (PerCom-2024), March 11-15, Biarritz, France, Pages 194-205, IEEE Computer Society, 3/2024.

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