Enhanced SHL Recognition Using Machine Learning and Deep Learning Models with Multi-source Data
Author:
Affiliation:
1. Center for Applied Statistics, School of Statistics, Renmin University of China, China
2. Baixingkefu Network Technology Co., Ltd., China
Funder
National Natural Science Foundation of China
the MOE Project of Key Research Institute of Humanities and Social Sciences
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3594739.3610746
Reference13 articles.
1. Human activity recognition with AutoML using smartphone radio data
2. The University of Sussex-Huawei Locomotion and Transportation Dataset for Multimodal Analytics With Mobile Devices
3. Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning
4. Multiple Tree Model Integration for Transportation Mode Recognition
5. Phased Human Activity Recognition based on GPS
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1. Summary of SHL Challenge 2023: Recognizing Locomotion and Transportation Mode from GPS and Motion Sensors;Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing;2023-10-08
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