Embedded Intelligence

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1. 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.

2. Tae Yeob Kang; Haebom Lee; Sungho Suh

   An Empirical Study on Fault Detection and Root Cause Analysis of Indium Tin Oxide Electrodes by Processing S-Parameter Patterns

   In: IEEE Transactions on Device and Materials Reliability, Vol. 24, No. 3, Pages 380-389, IEEE, 6/2024.

3. 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.

4. 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.

5. Hooman Tavakoli; Sungho Suh; Snehal Walunj; Parsha Pahlevannejad; Christiane Plociennik; Martin Ruskowski

   Object Detection for Human-Robot Interaction and Worker Assistance Systems

   In: John Soldatos. Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI. Pages 319-332, ISBN 978-3-031-46452-2, Springer Nature Switzerland, Cham, 2024.

6. 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.

7. 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.

8. Hyungmin Kim; Donghun Kim; Pyunghwan Ahn; Sungho Suh; Hansang Cho; Junmo Kim

   ContextMix: A context-aware data augmentation method for industrial visual inspection systems

   In: International Journal Engineering Applications of Artificial Intelligence (EAAI), Vol. 131, Page 107842, Elsevier, 2024.

9. Parham Zolfaghari; Vitor Fortes Rey; Lala Ray; Hyun Kim; Sungho Suh; Paul Lukowicz

   Sensor Data Augmentation from Skeleton Pose Sequences for Improving Human Activity Recognition

   In: 2024 International Conference on Activity and Behavior Computing (ABC). International Conference on Activity and Behavior Computing (ABC-2024), Pages 1-8, IEEE, 2024.

10. Hyungmin Kim; Sungho Suh; Sunghyun Baek; Daehwan Kim; Daun Jeong; Hansang Cho; Junmo Kim

    AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation

    In: Knowledge-Based Systems (KBS), Vol. 293, Page 111692, Elsevier, 2024.

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