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

15 in stock


    View other formats and editions of GraphBased Clustering and Data Visualization Algorithms by Ágnes Vathy-Fogarassy

    Publisher: Springer
    Publication Date: 6/5/2013 12:00:00 AM
    ISBN13: 9781447151579, 978-1447151579
    ISBN10: 1447151577
    Also in:
    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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