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Accuracy improvements for electroencephalography (EEG) eye state classification using eXtreme gradient boosting and cluster ensembles.

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Title: Accuracy improvements for electroencephalography (EEG) eye state classification using eXtreme gradient boosting and cluster ensembles.
Authors: Alghamdi, Abdullah1,2, Nilashi, Mehrbakhsh3,4,5, mehrbakhsh@ucsiuniversity.edu.my, Ali Abumalloh, Rabab6, Ahmadi, Hossein7, Alrizq, Mesfer1,2, misfer.ss@gmail.com, Alyami, Sultan2,8, Abdu Zogaan, Waleed9, Khan Nayer, Fatima10
Source: EURASIP Journal on Advances in Signal Processing; 2/9/2026, Vol. 2026 Issue 1, p1-21, 21p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 192461267
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: Accuracy improvements for electroencephalography (EEG) eye state classification using eXtreme gradient boosting and cluster ensembles.
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  Data: <searchLink fieldCode="AU" term="%22Alghamdi%2C+Abdullah%22">Alghamdi, Abdullah</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Nilashi%2C+Mehrbakhsh%22">Nilashi, Mehrbakhsh</searchLink><relatesTo>3,4,5</relatesTo>, <i>mehrbakhsh@ucsiuniversity.edu.my</i><br /><searchLink fieldCode="AU" term="%22Ali+Abumalloh%2C+Rabab%22">Ali Abumalloh, Rabab</searchLink><relatesTo>6</relatesTo><br /><searchLink fieldCode="AU" term="%22Ahmadi%2C+Hossein%22">Ahmadi, Hossein</searchLink><relatesTo>7</relatesTo><br /><searchLink fieldCode="AU" term="%22Alrizq%2C+Mesfer%22">Alrizq, Mesfer</searchLink><relatesTo>1,2</relatesTo>, <i>misfer.ss@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Alyami%2C+Sultan%22">Alyami, Sultan</searchLink><relatesTo>2,8</relatesTo><br /><searchLink fieldCode="AU" term="%22Abdu+Zogaan%2C+Waleed%22">Abdu Zogaan, Waleed</searchLink><relatesTo>9</relatesTo><br /><searchLink fieldCode="AU" term="%22Khan+Nayer%2C+Fatima%22">Khan Nayer, Fatima</searchLink><relatesTo>10</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22EURASIP+Journal+on+Advances+in+Signal+Processing%22">EURASIP Journal on Advances in Signal Processing</searchLink>; 2/9/2026, Vol. 2026 Issue 1, p1-21, 21p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192461267
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      – Type: doi
        Value: 10.1186/s13634-025-01290-z
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      – Code: eng
        Text: English
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        PageCount: 21
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      – TitleFull: Accuracy improvements for electroencephalography (EEG) eye state classification using eXtreme gradient boosting and cluster ensembles.
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              Text: 2/9/2026
              Type: published
              Y: 2026
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