Description

Book 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.

Table of Contents

Vector Quantisation and Topology-Based Graph Representation

Graph-Based Clustering Algorithms

Graph-Based Visualisation of High-Dimensional Data

GraphBased Clustering and Data Visualization Algorithms

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    A Paperback by Ágnes Vathy-Fogarassy, János Abonyi

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      Publisher: Springer
      Publication Date: Publication Date: 6/5/2013 12:00:00 AM
      ISBN13: 9781447151579, 978-1447151579
      ISBN10: 1447151577
      Also in:
      Computing Data mining Expert systems / knowledge-based systems Information visualization

      Description

      Book 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.

      Table of Contents

      Vector Quantisation and Topology-Based Graph Representation

      Graph-Based Clustering Algorithms

      Graph-Based Visualisation of High-Dimensional Data

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