Items related to Graph-Based Clustering and Data Visualization Algorithms

Graph-Based Clustering and Data Visualization Algorithms - Softcover

Agnes Vathy-Fogarassy

 
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Softcover
ISBN 10: 1447151593 ISBN 13: 9781447151593
Publisher: Springer

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Synopsis

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 graph of important edges (where edges characterize relations and weights represent similarities or distances) provides a compact representation of the entire complex data set. This text describes clustering and visualization...

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  • PublisherSpringer
  • ISBN 10 1447151593
  • ISBN 13 9781447151593
  • BindingPaperback
  • LanguageEnglish

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ISBN 10:  1447151577 ISBN 13:  9781447151579
Publisher: Springer, 2013
Softcover