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- research-articleSeptember 2024
Energy-efficient dynamic sensor time series classification for edge health devices
Computer Methods and Programs in Biomedicine (CBIO), Volume 254, Issue Chttps://doi.org/10.1016/j.cmpb.2024.108268Abstract Background and Objective:Time series data plays a crucial role in the realm of the Internet of Things Medical (IoMT). Through machine learning (ML) algorithms, online time series classification in IoMT systems enables reliable real-time disease ...
Highlights- Real-time disease detection via sensor time series reduces patient mortality.
- OTCD: Energy-efficient online time series classification for edge health devices.
- Addressing concept drift and catastrofic forgetting in IoMT online ...