Noun
The graph in which data points function as nodes and connectivity between nodes is governed by the proximity or correlation between data points.
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Interestingly, if we compute the Laplace-Beltrami eigenmap of the sphere, its Reeb graph also has a chain structure as in Fig.2(c).
In this paper, a method of Semantic-based Laplacian Eigenmap (SBLE) is proposed.