An adaptive spectral clustering algorithm based on the importance of shared nearest neighbors

DOI10.3390/a8020177zbMath1461.62097OpenAlexW1577476228MaRDI QIDQ1736648

Xiaoqi He, Yangguang Liu, Sheng Zhang

Publication date: 26 March 2019

Published in: Algorithms (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3390/a8020177

zbMATH Keywords

similarity measuresspectral clusteringGaussian kernel functionimportance of nearest neighbors

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Related Items (2)

Adaptive density-based clustering algorithm with shared KNN conflict game ⋮ Trajectory clustering and \(k\)-NN for robust privacy preserving spatiotemporal databases

Uses Software

• UCI-ml

Cites Work

• Robust path-based spectral clustering
• Authoritative sources in a hyperlinked environment
• A Measure of Similarity between Graph Vertices: Applications to Synonym Extraction and Web Searching

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