A Novel Hybrid Gradient-Based Optimizer and Grey Wolf Optimizer Feature Selection Method for Human Activity Recognition Using Smartphone Sensors

A Novel Hybrid Gradient-Based Optimizer and Grey Wolf Optimizer Feature Selection Method for Human Activity Recognition Using Smartphone Sensors

Human activity recognition (HAR) plays a vital role in different real-world applications such as in tracking elderly activities for elderly care services, in assisted living environments, smart home interactions, healthcare monitoring applications, electronic games, and various human–computer intera...

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Bibliographic Details
Main Authors: Ahmed Mohamed Helmi, Mohammed A. A. Al-qaness, Abdelghani Dahou, Robertas Damaševičius, Tomas Krilavičius , Mohamed Abd Elaziz
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Entropy
Subjects:
human activity recognition
feature selection
gradient-based optimizer
grey wolf optimizer
metaheuristic
Online Access:https://www.mdpi.com/1099-4300/23/8/1065

Internet

https://www.mdpi.com/1099-4300/23/8/1065

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