Human Activity and Motion Pattern Recognition within Indoor Environment Using Convolutional Neural Networks Clustering and Naive Bayes Classification Algorithms.

Ali, Ashraf; Samara, Weam; Alhaddad, Doaa; Ware, Andrew; Saraereh, Omar A

Ali, Ashraf; Samara, Weam; Alhaddad, Doaa; Ware, Andrew; Saraereh, Omar A.

Afiliação

Ali A; Department of Electrical Engineering, Faculty of Engineering, The Hashemite University, Zarqa 13133, Jordan.
Samara W; Estarta Co., Ltd., Amman 11942, Jordan.
Alhaddad D; Estarta Co., Ltd., Amman 11942, Jordan.
Ware A; Faculty of Computing, Engineering and Sciences, University of South Wales, Pontypridd CF37 1DL, UK.
Saraereh OA; Department of Electrical Engineering, Faculty of Engineering, The Hashemite University, Zarqa 13133, Jordan.

Sensors (Basel) ; 22(3)2022 Jan 28.

Article em En | MEDLINE | ID: mdl-35161763

Assuntos

Algoritmos; Redes Neurais de Computação; Teorema de Bayes; Análise por Conglomerados; Atividades Humanas; Humanos

Palavras-chave

CNN; Naive Bayes; human activity recognition; machine learning; motion pattern; sensors

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Algoritmos / Redes Neurais de Computação Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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