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Micro-cluster Structure Clustering Based on Weight-Constrained Minimum Spanning Tree

Abstract Currently, it is a challenging problem to make clustering algorithms suitable for arbitrary distributions of data. In this paper, we propose a Micro-cluster Structure Clustering algorithm based on the Weight-constrained Minimum Spanning Tree, called MSC-WMST. Firstly, the original data is s...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Jiaman Ding, Jinqi Bai, Shaojie Qiao, Hongbin Wang
Format: Artigo
Sprache:Inglês
Veröffentlicht: SpringerOpen 2025-04-01
Schriftenreihe:Data Science and Engineering
Schlagworte:
Clustering
Minimum spanning tree
Micro-cluster structure
Hierarchical merge
Sampling method
Online-Zugang:https://doi.org/10.1007/s41019-024-00280-9
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