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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
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 Mining and Knowledge Discovery Handbook
Language: en
Pages: 1378
Authors: Oded Maimon
Categories: Computers
Type: BOOK - Published: 2006-05-28 - Publisher: Springer Science & Business Media

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Data Mining and Knowledge Discovery Handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and
Data Clustering in C++
Language: en
Pages: 520
Authors: Guojun Gan
Categories: Business & Economics
Type: BOOK - Published: 2011-03-28 - Publisher: CRC Press

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Data clustering is a highly interdisciplinary field, the goal of which is to divide a set of objects into homogeneous groups such that objects in the same group