An Effective Machine Learning Based Algorithm for Inferring User Activities From IoT Device Events

The rapid and ubiquitous deployment of Internet of Things (IoT) in smart homes has created unprecedented opportunities to automatically extract environmental knowledge, awareness, and intelligence. Many existing studies have adopted either machine learning approaches or deterministic approaches to i...

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Veröffentlicht in:	IEEE journal on selected areas in communications Jg. 40; H. 9; S. 2733 - 2745
Hauptverfasser:	Xue, Guoliang, Wan, Yinxin, Lin, Xuanli, Xu, Kuai, Wang, Feng
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.09.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Communications traffic Internet of Things IoT device events Machine learning Machine learning algorithms Malfunctions Pattern matching Sensors Smart buildings Smart homes Telecommunication traffic Unsupervised learning user activities
ISSN:	0733-8716, 1558-0008
Online-Zugang:	Volltext
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