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通过使用半监督学习来减轻野生压力监测密集标签的负担

Osman Tugay Başaran1, Yekta Said Can2, Elisabeth André2

  • 1Computer and Communication Systems (CCS) Labs, Telecommunication Networks Group (TKN), Department of Electrical Engineering and Computer Science, Technische Universität Berlin, Berlin, Germany.

Frontiers in psychology
|January 22, 2024
PubMed
概括

半监督学习 (SSL) 模型通过可穿戴设备改善压力识别. SSL模型以较少的标记数据实现高精度,从而推进现实世界的压力监测.

关键词:
美国有线电视新闻 (CNN-LSTM)在DBSCAN中,可以使用DBSCAN.深度自动编码器电皮活动电皮活动.情绪调节 情绪调节标签传播 标签传播心理压力 精神压力 精神压力心理生理学 心理生理学

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Stress is a multifaceted response to events perceived as challenging or threatening, highlighting physical, emotional, cognitive, and behavioral reactions. Physically, stress can lead to fatigue, sleep disruptions, and various health issues such as frequent colds, chest pains, and nausea. Emotionally, it can manifest as anxiety, depression, irritability, and anger triggered by both minor and major life events. Cognitively, it may result in difficulty in concentration, memory, and...
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