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Mathematical Classification and Clustering
Language: en
Pages: 439
Authors: Boris Mirkin
Categories: Mathematics
Type: BOOK - Published: 2013-12-01 - Publisher: Springer Science & Business Media

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I am very happy to have this opportunity to present the work of Boris Mirkin, a distinguished Russian scholar in the areas of data analysis and decision making
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
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
Clustering and Classification
Language: en
Pages: 508
Authors: Phipps Arabie
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Type: BOOK - Published: 1996 - Publisher: World Scientific

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At a moderately advanced level, this book seeks to cover the areas of clustering and related methods of data analysis where major advances are being made. Topic
Mathematical Tools for Data Mining
Language: en
Pages: 611
Authors: Dan A. Simovici
Categories: Computers
Type: BOOK - Published: 2008-08-15 - Publisher: Springer Science & Business Media

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This volume was born from the experience of the authors as researchers and educators,whichsuggeststhatmanystudentsofdataminingarehandicapped in their research b