Clustering

Language: English

Published by Wiley Okt 2008, 2008

0470276800 / 9780470276808

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - The only thorough, comprehensive book available on clusteringFrom two of the best-known experts in the field comes the first book to take a truly comprehensive look at clustering. The book begins with a complete introduction to cluster analysis in which readers will become familiarized with classification and clustering; definition of clusters; clustering applications; and the literature of clustering algorithms. The authors then present a detailed outline of the book's content and go 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\* Cluster validationThe 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. The book is intended as a professional reference for computer scientists and applied mathematicians working with data-intensive applications, and for computational intelligence researchers who use clustering for feature selection or data reduction. Its selection of homework exercises also makes it appropriate as a textbook for graduate students in mathematics, science, and engineering.…

Title
Clustering
Author
Rui Xu
Publisher
Wiley Okt 2008
Publication year
2008
Condition
Neu
Binding
Buch
Language
English
ISBN 10
0470276800
ISBN 13
9780470276808
Item weight
721 grams
Dimensions
240x161x24 mm

AHA-BUCH GmbH

Einbeck, Germany

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