Ball k-Means : Fast Adaptive Clustering With No Bounds
This paper presents a novel accelerated exact k-means called as "Ball k-means" by using the ball to describe each cluster, which focus on reducing the point-centroid distance computation. The "Ball k-means" can exactly find its neighbor clusters for each cluster, resulting distan...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 1 vom: 30. Jan., Seite 87-99
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| 1. Verfasser: |
Xia, Shuyin
(VerfasserIn) |
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| Weitere Verfasser: |
Peng, Daowan,
Meng, Deyu,
Zhang, Changqing,
Wang, Guoyin,
Giem, Elisabeth,
Wei, Wei,
Chen, Zizhong |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2022
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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