Variance-k-means++: A deterministic centroid initialization method based on variance for enhanced clustering stability.

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Title: Variance-k-means++: A deterministic centroid initialization method based on variance for enhanced clustering stability.
Authors: Widodo1,2, widodo@unj.ac.id, Ramadhan, Jiel Vayyad1,2, jielvayad261102@gmail.com, Duskarnaen, Muhammad Ficky1, duskarnaen@unj.ac.id, Fauziastuti, Via Tuhamah1, viatuhamah@unj.ac.id, Pondayu, Chelsea Zaomi1,2, chelseazaomi9@gmail.com, Septianda, Mada Rekadarma1,2, mada.septianda@gmail.com
Source: International Journal of Electrical & Computer Engineering (2088-8708); Jun2026, Vol. 16 Issue 3, p1434-1448, 14p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 194285631
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PubType: Academic Journal
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  Data: Variance-k-means++: A deterministic centroid initialization method based on variance for enhanced clustering stability.
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  Data: <searchLink fieldCode="AU" term="%22Widodo%22">Widodo</searchLink><relatesTo>1,2</relatesTo>, <i>widodo@unj.ac.id</i><br /><searchLink fieldCode="AU" term="%22Ramadhan%2C+Jiel+Vayyad%22">Ramadhan, Jiel Vayyad</searchLink><relatesTo>1,2</relatesTo>, <i>jielvayad261102@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Duskarnaen%2C+Muhammad+Ficky%22">Duskarnaen, Muhammad Ficky</searchLink><relatesTo>1</relatesTo>, <i>duskarnaen@unj.ac.id</i><br /><searchLink fieldCode="AU" term="%22Fauziastuti%2C+Via+Tuhamah%22">Fauziastuti, Via Tuhamah</searchLink><relatesTo>1</relatesTo>, <i>viatuhamah@unj.ac.id</i><br /><searchLink fieldCode="AU" term="%22Pondayu%2C+Chelsea+Zaomi%22">Pondayu, Chelsea Zaomi</searchLink><relatesTo>1,2</relatesTo>, <i>chelseazaomi9@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Septianda%2C+Mada+Rekadarma%22">Septianda, Mada Rekadarma</searchLink><relatesTo>1,2</relatesTo>, <i>mada.septianda@gmail.com</i>
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Electrical+%26+Computer+Engineering+%282088-8708%29%22">International Journal of Electrical & Computer Engineering (2088-8708)</searchLink>; Jun2026, Vol. 16 Issue 3, p1434-1448, 14p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=194285631
RecordInfo BibRecord:
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        Value: 10.11591/ijece.v16i3.pp1434-1448
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      – Code: eng
        Text: English
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        PageCount: 14
        StartPage: 1434
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      – TitleFull: Variance-k-means++: A deterministic centroid initialization method based on variance for enhanced clustering stability.
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            NameFull: Widodo
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            NameFull: Ramadhan, Jiel Vayyad
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            NameFull: Duskarnaen, Muhammad Ficky
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            NameFull: Fauziastuti, Via Tuhamah
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            NameFull: Pondayu, Chelsea Zaomi
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            – D: 01
              M: 06
              Text: Jun2026
              Type: published
              Y: 2026
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