Fuzzy based affinity learning for spectral clustering

Spectral clustering makes use of spectral-graph structure of an affinity matrix to partition data into disjoint meaningful groups. It requires robust and appropriate affinity graphs as input in order to form clusters with desired structures. Constructing such affinity graphs is a nontrivial task due...

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Bibliographic Details
Main Authors: Li, Q., Ren, Y., Li, L., Liu, Wan-Quan
Format: Journal Article
Published: Elsevier 2016
Online Access:http://hdl.handle.net/20.500.11937/20217