Multi-view graph embedding clustering network: Joint self-supervision and block diagonal representation
Abstract
Multi-view clustering has become an active topic in artificial intelligence. Yet, similar investigation for graph-structured data clustering has been absent so far. To fill this gap, we present a Multi-View Graph embedding Clustering network (MVGC). Specifically, unlike traditional multi-view construction methods, which are only suitable to describe Euclidean structure data, we leverage Euler transform to augment the node attribute, as a new...
Paper Details
Title
Multi-view graph embedding clustering network: Joint self-supervision and block diagonal representation
Published Date
Jan 1, 2022
Journal
Volume
145
Pages
1 - 9
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