Fast Constrained Spectral Clustering and Cluster Ensemble with Random Projection

Constrained spectral clustering (CSC) method can greatly improve the clustering accuracy with the incorporation of constraint information into spectral clustering and thus has been paid academic attention widely. In this paper, we propose a fast CSC algorithm via encoding landmark-based graph constr...

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Bibliographic Details
Main Authors: Wenfen Liu, Mao Ye, Jianghong Wei, Xuexian Hu
Format: Article
Language:English
Published: Hindawi Limited 2017-01-01
Series:Computational Intelligence and Neuroscience
Online Access:http://dx.doi.org/10.1155/2017/2658707