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Data Clustering
Language: en
Pages: 648
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
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
Modern Algorithms of Cluster Analysis
Language: en
Pages: 433
Authors: Slawomir Wierzchoń
Categories: Technology & Engineering
Type: BOOK - Published: 2017-12-29 - Publisher: Springer

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This book provides the reader with a basic understanding of the formal concepts of the cluster, clustering, partition, cluster analysis etc. The book explains f
Algorithms for Fuzzy Clustering
Language: en
Pages: 252
Authors: Sadaaki Miyamoto
Categories: Computers
Type: BOOK - Published: 2008-04-15 - Publisher: Springer Science & Business Media

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Recently many researchers are working on cluster analysis as a main tool for exploratory data analysis and data mining. A notable feature is that specialists in
Partitional Clustering Algorithms
Language: en
Pages: 420
Authors: M. Emre Celebi
Categories: Technology & Engineering
Type: BOOK - Published: 2014-11-07 - Publisher: Springer

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This book focuses on partitional clustering algorithms, which are commonly used in engineering and computer scientific applications. The goal of this volume is