Investigation of Heterogeneity Sources for Occupational Task Recognition via Transfer Learning

Investigation of Heterogeneity Sources for Occupational Task Recognition via Transfer Learning

Human activity recognition has been extensively used for the classification of occupational tasks. Existing activity recognition approaches perform well when training and testing data follow an identical distribution. However, in the real world, this condition may be violated due to existing heterog...

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Bibliographic Details
Main Authors: Sahand Hajifar, Saeb Ragani Lamooki, Lora A. Cavuoto, Fadel M. Megahed, Hongyue Sun
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Sensors
Subjects:
occupational human activity recognition
domain adaptation
transfer learning
wearable sensors
Online Access:https://www.mdpi.com/1424-8220/21/19/6677

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https://www.mdpi.com/1424-8220/21/19/6677

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