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Xu, Rui

Clustering

Xu, Rui - Clustering, ebook

124,30€

Ebook, PDF with Adobe DRM
ISBN: 9780470382783
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This is the first book to take a truly comprehensive look at clustering. It begins with an introduction to cluster analysis and goes on to explore: proximity measures; hierarchical clustering; partition clustering; neural network-based clustering; kernel-based clustering; sequential data clustering; large-scale data clustering; data visualization and high-dimensional data clustering; and cluster validation. The authors assume no previous background in clustering and their generous inclusion of examples and references help make the subject matter comprehensible for readers of varying levels and backgrounds.

Keywords: data partitioning, partitioning of data, data storage, gigabytes, terabytes, applied mathematics, data clustering, automatic classification, numerical taxonomy, botryology, typological analysis, data mining, cluster data, Clustering, Unsupervised Learning, Neural Networks, Hierarchical Clustering, Partitional Clustering, Dimension Reduction, Sequential Data Clustering, Cluster Validation

Author(s)
 
Publisher
John Wiley and Sons, Inc.
Publication year
2008
Language
en
Edition
1
Series
IEEE Press Series on Computational Intelligence
Page amount
400 pages
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9780470382783
Printed ISBN
9780470276808

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