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Updated: Jun 18, 2025

Evaluation of a Smartphone-based Human Activity Recognition System in a Daily Living Environment
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设备上半监督活动检测:一种新的隐私意识的个性化健康监控方法

Avirup Roy1, Hrishikesh Dutta1, Amit Kumar Bhuyan1

  • 1Department of Electrical and Computer Engineering, Michigan State University, East Lansing, MI 48824, USA.

Sensors (Basel, Switzerland)
|July 27, 2024
PubMed
概括

本研究介绍了使用半监督学习 (SSL) 实时检测人类活动的设备系统. 它能够高准确地有效地识别不健康的久坐行为,保护用户的隐私.

关键词:
卫生监测健康监测人类活动检测 检测 人类活动检测在设备上学习学习.个性化的机器学习维护隐私 维护隐私 维护隐私半监督学习 半监督学习可穿戴设备可穿戴设备.

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相关概念视频

Pulse rhythm01:30

Pulse rhythm

Pulse rhythm refers to the pattern of pulsations within specific intervals, offering valuable insights into the regularity or irregularity of the heart's beats as observed through the pattern of pulsation within specific intervals. A regular pulse exhibits a consistent heart rate with uniform waveforms and pulsation force, variations of which can be classified as normal, weak, or bounding.
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac...
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