GA-SPARF: Genetic algorithm-tuned random forest for sleep position monitoring using accelerometer.

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Title: GA-SPARF: Genetic algorithm-tuned random forest for sleep position monitoring using accelerometer.
Authors: Vu HD; Faculty of Electrical and Electronic Engineering, Phenikaa University, Hanoi, Vietnam.; Graduate University of Science and Technology, VAST, Hanoi, Vietnam., Tran DN; Institute of Information Technology, VAST, Hanoi, Vietnam., Pham QT; Faculty of Electrical and Electronic Engineering, Phenikaa University, Hanoi, Vietnam., Tran DT; Faculty of Electrical and Electronic Engineering, Phenikaa University, Hanoi, Vietnam. tan.tranduc@phenikaa-uni.edu.vn.
Source: Sleep & breathing = Schlaf & Atmung [Sleep Breath] 2026 Mar 05; Vol. 30 (1). Date of Electronic Publication: 2026 Mar 05.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 9804161 Publication Model: Electronic Cited Medium: Internet ISSN: 1522-1709 (Electronic) Linking ISSN: 15209512 NLM ISO Abbreviation: Sleep Breath Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: GA-SPARF: Genetic algorithm-tuned random forest for sleep position monitoring using accelerometer.
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  Data: <searchLink fieldCode="AU" term="%22Vu+HD%22">Vu HD</searchLink>; Faculty of Electrical and Electronic Engineering, Phenikaa University, Hanoi, Vietnam.; Graduate University of Science and Technology, VAST, Hanoi, Vietnam.<br /><searchLink fieldCode="AU" term="%22Tran+DN%22">Tran DN</searchLink>; Institute of Information Technology, VAST, Hanoi, Vietnam.<br /><searchLink fieldCode="AU" term="%22Pham+QT%22">Pham QT</searchLink>; Faculty of Electrical and Electronic Engineering, Phenikaa University, Hanoi, Vietnam.<br /><searchLink fieldCode="AU" term="%22Tran+DT%22">Tran DT</searchLink>; Faculty of Electrical and Electronic Engineering, Phenikaa University, Hanoi, Vietnam. tan.tranduc@phenikaa-uni.edu.vn.
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  Data: <searchLink fieldCode="JN" term="%229804161%22">Sleep & breathing = Schlaf & Atmung</searchLink> [Sleep Breath] 2026 Mar 05; Vol. 30 (1). <i>Date of Electronic Publication: </i>2026 Mar 05.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>9804161 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1522-1709 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215209512%22">15209512 </searchLink><i>NLM ISO Abbreviation: </i>Sleep Breath <i>Subsets: </i>MEDLINE
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RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1007/s11325-026-03584-4
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      – Code: eng
        Text: English
    Titles:
      – TitleFull: GA-SPARF: Genetic algorithm-tuned random forest for sleep position monitoring using accelerometer.
        Type: main
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      – PersonEntity:
          Name:
            NameFull: Vu HD
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          Name:
            NameFull: Tran DN
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            NameFull: Pham QT
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            NameFull: Tran DT
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          Dates:
            – D: 05
              M: 03
              Text: 2026 Mar 05
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 1522-1709
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              Value: 30
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              Value: 1
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            – TitleFull: Sleep & breathing = Schlaf & Atmung
              Type: main
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