Density peak clustering algorithm based on adaptive K-nearest neighbors for manifold data
Abstract An adaptive K-nearest neighbor clustering algorithm in the light of density will be presented in this paper. When facing manifold structural data, the traditional density peaks clustering algorithm is prone to misclassifying the cluster centers due to the reason of truncation distance, and...
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| Principais autores: | , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Springer
2026-01-01
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| Serier: | Discover Applied Sciences |
| Fag: | |
| Online adgang: | https://doi.org/10.1007/s42452-025-08068-w |
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