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Clustering
Language: en
Pages: 400
Authors: Rui Xu
Categories: Mathematics
Type: BOOK - Published: 2008-11-03 - Publisher: John Wiley & Sons

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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 me
Data Clustering
Language: en
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Authors: Charu C. Aggarwal
Categories: Business & Economics
Type: BOOK - Published: 2013-08-21 - Publisher: CRC Press

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Research on the problem of clustering tends to be fragmented across the pattern recognition, database, data mining, and machine learning communities. Addressing
An Introduction to Clustering with R
Language: en
Pages: 340
Authors: Paolo Giordani
Categories: Mathematics
Type: BOOK - Published: 2020-08-27 - Publisher: Springer Nature

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The purpose of this book is to thoroughly prepare the reader for applied research in clustering. Cluster analysis comprises a class of statistical techniques fo
Model-Based Clustering and Classification for Data Science
Language: en
Pages: 447
Authors: Charles Bouveyron
Categories: Mathematics
Type: BOOK - Published: 2019-07-25 - Publisher: Cambridge University Press

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Cluster analysis finds groups in data automatically. Most methods have been heuristic and leave open such central questions as: how many clusters are there? Whi
Data Clustering: Theory, Algorithms, and Applications, Second Edition
Language: en
Pages: 430
Authors: Guojun Gan
Categories: Mathematics
Type: BOOK - Published: 2020-11-10 - Publisher: SIAM

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Data clustering, also known as cluster analysis, is an unsupervised process that divides a set of objects into homogeneous groups. Since the publication of the