A Novel Fast Clustering Algorithm

SNN is a shared nearest neighbor based clustering algorithm. It is improved to process the data with categorical attributes and be given a simple and definite method to select threshold of the algorithm. By combine one-pass clustering algorithm with the enhanced SNN clustering algorithm, we present...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Li, Xia, Jiang, Sheng-Yi, Su, Xiao-Ke
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Artificial intelligence Clustering algorithms Clustering Analysis Computational intelligence Educational institutions Informatics Information science Large Dataset Nearest neighbor searches Noise shaping One-pass Clustering Algorithm Robustness Shape SNN Clustering Algorithm
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