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Video-based contactless detection of task-related concentration using advanced machine-learning techniques.

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Title: Video-based contactless detection of task-related concentration using advanced machine-learning techniques.
Authors: Li, Xiaoyan1,2, Wu, Si Jia3, sijia.wu@mail.utoronto.ca, Wang, Yihong4, Yasin, Yousef3, Gupta, Arvind2, Huang, Huaxiong1,2,4,5,6, hhuang@yorku.ca, Lee, Kang3, kang.lee@utoronto.ca
Source: Journal of Ambient Intelligence & Smart Environments; Aug2026, Vol. 18 Issue 3, p385-399, 15p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 195546212
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: Video-based contactless detection of task-related concentration using advanced machine-learning techniques.
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Ambient+Intelligence+%26+Smart+Environments%22">Journal of Ambient Intelligence & Smart Environments</searchLink>; Aug2026, Vol. 18 Issue 3, p385-399, 15p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=195546212
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1177/18761364241305552
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      – Code: eng
        Text: English
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        PageCount: 15
        StartPage: 385
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      – TitleFull: Video-based contactless detection of task-related concentration using advanced machine-learning techniques.
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            NameFull: Li, Xiaoyan
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            NameFull: Wu, Si Jia
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            NameFull: Wang, Yihong
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            NameFull: Yasin, Yousef
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            NameFull: Gupta, Arvind
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            NameFull: Huang, Huaxiong
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          Dates:
            – D: 01
              M: 08
              Text: Aug2026
              Type: published
              Y: 2026
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            – TitleFull: Journal of Ambient Intelligence & Smart Environments
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