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Monitoring pilots' mental workload in real flight conditions using multinomial logistic regression with a ridge estimator.

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Title: Monitoring pilots' mental workload in real flight conditions using multinomial logistic regression with a ridge estimator.
Authors: Haseeb, Muhammad1, Nadeem, Rashid2, Sultana, Nazia2, Naseer, Noman3, noman.naseer@au.edu.pk, Nazeer, Hammad3, Dehais, Frédéric4
Source: Frontiers in Robotics & AI; 2025, p1-16, 16p
Database: Applied Science & Technology Source
FullText Text:
  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 185032530
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Monitoring pilots' mental workload in real flight conditions using multinomial logistic regression with a ridge estimator.
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  Data: <searchLink fieldCode="AU" term="%22Haseeb%2C+Muhammad%22">Haseeb, Muhammad</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Nadeem%2C+Rashid%22">Nadeem, Rashid</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Sultana%2C+Nazia%22">Sultana, Nazia</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Naseer%2C+Noman%22">Naseer, Noman</searchLink><relatesTo>3</relatesTo>, <i>noman.naseer@au.edu.pk</i><br /><searchLink fieldCode="AU" term="%22Nazeer%2C+Hammad%22">Nazeer, Hammad</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Dehais%2C+Frédéric%22">Dehais, Frédéric</searchLink><relatesTo>4</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22Frontiers+in+Robotics+%26+AI%22">Frontiers in Robotics & AI</searchLink>; 2025, p1-16, 16p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=185032530
RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.3389/frobt.2025.1441801
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      – Code: eng
        Text: English
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        PageCount: 16
        StartPage: 1
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      – TitleFull: Monitoring pilots' mental workload in real flight conditions using multinomial logistic regression with a ridge estimator.
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            NameFull: Haseeb, Muhammad
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            NameFull: Nadeem, Rashid
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            NameFull: Sultana, Nazia
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            NameFull: Naseer, Noman
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            NameFull: Nazeer, Hammad
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            NameFull: Dehais, Frédéric
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          Dates:
            – D: 08
              M: 05
              Text: 2025
              Type: published
              Y: 2025
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              Value: 22969144
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            – TitleFull: Frontiers in Robotics & AI
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