Data Valuation Algorithm for Inertial Measurement Unit-Based Human Activity Recognition

Data Valuation Algorithm for Inertial Measurement Unit-Based Human Activity Recognition

This paper proposes a data valuation algorithm for inertial measurement unit-based human activity recognition (IMU-based HAR) data based on meta reinforcement learning. Unlike previous studies that received feature-level input, the algorithm in this study added a feature extraction structure to the...

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Bibliographic Details
Main Authors: Yeon-Wook Kim, Sangmin Lee
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
data valuation algorithm
meta-reinforcement learning
deep learning
transformer
convolutional neural network
human activity recognition
Online Access:https://www.mdpi.com/1424-8220/23/1/184

Internet

https://www.mdpi.com/1424-8220/23/1/184

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