A new CNN-LSTM architecture for activity recognition employing wearable motion sensor data: Enabling diverse feature extraction

Author:

Koşar EnesORCID,Barshan BillurORCID

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering

Reference57 articles.

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2. Daily and sports activities dataset;Altun;IEEE Data Port,2019

3. Anguita, D., Ghio, A., Oneto, L., Parra Perez, X., Reyes-Ortiz, J.L., 2013. A public domain dataset for human activity recognition using smartphones. In: Proc. 21st European Symp. Artificial Neural Networks, Computational Intelligence and Machine Learning. ESANN, Bruges, Belgium, 24–26 April 2013, ISBN: 978-2-87419-081-0, pp. 437–442.

4. Classifying daily and sports activities invariantly to the positioning of wearable motion sensor units;Barshan;IEEE Internet Things J.,2020

5. Multitask LSTM model for human activity recognition and intensity estimation using wearable sensor data;Barut;IEEE Internet Things J.,2020

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