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Marius Bock
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Improving deep learning for HAR with shallow LSTMs
M Bock, A Hölzemann, M Moeller, K Van Laerhoven
Proceedings of the 2021 ACM International Symposium on Wearable Computers, 7-12, 2021
452021
Hang-time HAR: A benchmark dataset for basketball activity recognition using wrist-worn inertial sensors
A Hoelzemann, JL Romero, M Bock, KV Laerhoven, Q Lv
Sensors 23 (13), 5879, 2023
82023
WEAR: An Outdoor Sports Dataset for Wearable and Egocentric Activity Recognition
M Bock, H Kuehne, KV Laerhoven, M Moeller
arXiv preprint arXiv:2304.05088, 2023
5*2023
Investigating (re)current state-of-the-art in human activity recognition datasets
M Bock, A Hoelzemann, M Moeller, K Van Laerhoven
Frontiers in Computer Science 4, 924954, 2022
52022
Evaluation of Video-Assisted Annotation of Human IMU Data Across Expertise, Datasets, and Tools
A Hoelzemann, M Bock, K Van Laerhoven
2024 IEEE International Conference on Pervasive Computing and Communications …, 2024
12024
Tutorial on Deep Learning for Human Activity Recognition
M Bock, A Hölzemann, M Moeller, K Van Laerhoven
arXiv preprint arXiv:2110.06663, 2021
12021
Artifacts Guide: Evaluation of Video-Assisted Annotation of Human IMU Data
A Hoelzemann, M Bock, K Van Laerhoven
2024 IEEE International Conference on Pervasive Computing and Communications …, 2024
2024
Temporal Action Localization for Inertial-based Human Activity Recognition
M Bock, M Moeller, K Van Laerhoven
arXiv preprint arXiv:2311.15831, 2023
2023
A Data-Driven Study on the Hawthorne Effect in Sensor-Based Human Activity Recognition
A Hoelzemann, M Bock, EA Valladares Bastías, S El Ouazzani Touhami, ...
Adjunct Proceedings of the 2023 ACM International Joint Conference on …, 2023
2023
A Public Repository to Improve Replicability and Collaboration in Deep Learning for HAR
L Pellatt, M Bock, D Roggen, K Van Laerhoven
2022 IEEE International Conference on Pervasive Computing and Communications …, 2022
2022
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Artikler 1–10