Opportunistic sensing for inferring in-the-wild human contexts based on activity pattern recognition using smart computing

In recent years, with the evolution of internet-of-things and smart sensing technologies, sensor-based physical activity recognition has gained substantial prominence, and numerous research works have been conducted in this regard. However, the accurate recognition of in-the-wild human activities an...

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Veröffentlicht in:	Future generation computer systems Jg. 106; S. 374 - 392
Hauptverfasser:	Ehatisham-ul-Haq, Muhammad, Azam, Muhammad Awais
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.05.2020
Schlagworte:	Activity recognition Human context recognition In-the-wild Machine learning Pervasive computing Smart sensing ANN BACC CNN PRE LR In-the-wild LDA SVM BN STN IoT DT MLP DBN LYD WLK GBT Activity recognition Smart sensing KBS SP KPCA K-NN Pervasive computing LMA LSTM AAHCR GMM HMM IR RUN F1 AAL Human context recognition HCI REC PAMS RF CRF HCR Machine learning DALs SIT
ISSN:	0167-739X, 1872-7115
Online-Zugang:	Volltext
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