Graph-Based Clustering and Data Visualization Algorithms

This work presents a data visualization technique that combines graph-based topology representation and dimensionality reduction methods to visualize the intrinsic data structure in a low-dimensional vector space. The application of graphs in clustering and visualization has several advantages. A gr...

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Main Authors: Vathy-Fogarassy, Ágnes. (Author, http://id.loc.gov/vocabulary/relators/aut), Abonyi, János. (http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Language:English
Published: London : Springer London : Imprint: Springer, 2013.
Edition:1st ed. 2013.
Series:SpringerBriefs in Computer Science,
Subjects:
Online Access:https://doi.org/10.1007/978-1-4471-5158-6