Domain Adaptation Methods for Lab-to-Field Human Context Recognition

Domain Adaptation Methods for Lab-to-Field Human Context Recognition

Human context recognition (HCR) using sensor data is a crucial task in Context-Aware (CA) applications in domains such as healthcare and security. Supervised machine learning HCR models are trained using smartphone HCR datasets that are scripted or gathered in-the-wild. Scripted datasets are most ac...

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Bibliographic Details
Main Authors: Abdulaziz Alajaji, Walter Gerych, Luke Buquicchio, Kavin Chandrasekaran, Hamid Mansoor, Emmanuel Agu, Elke Rundensteiner
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Sensors
Subjects:
ubiquitous computing
domain adaptation
context aware systems
machine learning
Online Access:https://www.mdpi.com/1424-8220/23/6/3081

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