Discovering and recognizing of imbalance human activity in healthcare monitoring using hybrid SMOTE Tomek technique and decision tree model

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Discovering and recognizing of imbalance human activity in healthcare monitoring using hybrid SMOTE Tomek technique and decision tree model

Human activity recognition model is vital and has been use in healthcare monitoring system. Bespoke multi-modal sensors were used such as accelerometer, gyroscope, GPS, temperature, pressure mat etc. Hence, the activities involved may varied resulted on class imbalance issue therefore, the model acc...

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Bibliographic Details
Main Authors:	Mohamed, Raihani, Azizan, Nur Hidayah, Perumal, Thinagaran, Abd Manaf, Syaifulnizam, Marlisah, Erzam, Hardhienata, Medria Kusuma Dewi
Format:	Article
Language:	English
Published:	Semarak Ilmu Publishing 2024
Online Access:	http://psasir.upm.edu.my/id/eprint/105804/ http://psasir.upm.edu.my/id/eprint/105804/1/ARASETV33_N2_P340_350a.pdf

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