Selective Ensemble Based on Extreme Learning Machine for Sensor-Based Human Activity Recognition

Selective Ensemble Based on Extreme Learning Machine for Sensor-Based Human Activity Recognition

Sensor-based human activity recognition (HAR) has attracted interest both in academic and applied fields, and can be utilized in health-related areas, fitness, sports training, etc. With a view to improving the performance of sensor-based HAR and optimizing the generalizability and diversity of the...

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Bibliographic Details
Main Authors: Yiming Tian, Jie Zhang, Lingling Chen, Yanli Geng, Xitai Wang
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Sensors
Subjects:
human activity recognition
selective ensemble
wearable sensor
extreme learning machine
diversity measure
glowworm swarm optimization
Online Access:https://www.mdpi.com/1424-8220/19/16/3468

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https://www.mdpi.com/1424-8220/19/16/3468

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