A Deep Learning Approach to on-Node Sensor Data Analytics for Mobile or Wearable Devices.
IEEE Journal of Biomedical and Health Informatics(2017)
摘要
The increasing popularity of wearable devices in recent years means that a diverse range of physiological and functional data can now be captured continuously for applications in sports, wellbeing, and healthcare. This wealth of information requires efficient methods of classification and analysis where deep learning is a promising technique for large-scale data analytics. While deep learning has ...
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关键词
Machine learning,Feature extraction,Time-frequency analysis,Spectrogram,Real-time systems,Pipelines,Performance evaluation
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