Eingebettete Intelligenz

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1. 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.

2. 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.

3. 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.

4. 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.

5. Hymalai Bello; Sungho Suh; Daniel Geißler; Lala Ray; Bo Zhou; Paul Lukowicz

   Real-Time and on-the-Edge Multiple Channel Capacitive and Inertial Fusion-Based Glove

   In: International Conference on Body Area Networks. International Conference on Body Area Networks (Bodynets-2024), EAI BODYNETS 2023 2024 - 18th EAI International Conference on Body Area Networks: Intelligent Edge Cloud for Dependable Globally Connected BAN, located at 18th EAI International Conference on Body Area Networks: Intelligent Edge Cloud for Dependable Globally Connected BAN, February 5-6, Milan, Italy, Springer Bodynets, 2/2024.

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

   The Power of Training: How Different Neural Network Setups Influence the Energy Demand

   In: ARCS 2024: International Conference on Architecture of Computing Systems. International Conference on Architecture of Computing Systems (ARCS), HPC - Challenges for Sustainable Computing, Springer, 2024.

7. Mengxi Liu; Hymalai Bello; Bo Zhou; Paul Lukowicz; Jakob Karolus

   iFace: Hand-Over-Face Gesture Recognition Leveraging Impedance Sensing

   In: Proceedings of the Augmented Humans International Conference 2024. Augmented Humans International Conference (AHs-2024), New York, NY, USA, AHs '24, ISBN 9798400709807, Association for Computing Machinery, 2024.

8. Daniel Geißler; Bo Zhou; Hymalai Bello; Joanna Sorysz; Lala Ray; Hamraz Javaheri; Matthias Rüb; Jan Herbst; Esther Zahn; Emil Woop; Sizhen Bian; Hans Dieter Schotten; Gesche Joost; Paul Lukowicz

   Embedding Textile Capacitive Sensing into Smart Wearables as a Versatile Solution for Human Motion Capturing

   In: Nature Scientific Reports (Sci Rep), Vol. 14, No. 15797, Pages 1-14, Springer Nature, 2024.

9. Sungho Suh; Dhruv Aditya Mittal; Hymalai Bello; Bo Zhou; Mayank Shekhar Jha; Paul Lukowicz

   Remaining useful life prediction of Lithium-ion batteries using spatio-temporal multimodal attention networks

   In: Heliyon, Vol. 10, No. 16, Page e36236, CellPress, 2024.

10. Davinder Pal Singh; Lala Ray; Bo Zhou; Sungho Suh; Paul Lukowicz

    A Novel Local-Global Feature Fusion Framework for Body-Weight Exercise Recognition with Pressure Mapping Sensors

    In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). International Conference on Acoustics, Speech and Signal Processing (ICASSP-2024), Pages 6375-6379, IEEE, 2024.

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