Clustering: Theoretical and Practical Aspects
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Book Overview This unique compendium gives an updated presentation of clustering, one of the most challenging tasks in machine learning. The book provi...
This unique compendium gives an updated presentation of clustering, one of the most challenging tasks in machine learning. The book provides a unitary presentation of classical and contemporary algorithms ranging from partitional and hierarchical clustering up to density-based clustering, clustering of categorical data, and spectral clustering.
Most of the mathematical background is provided in appendices, highlighting algebraic and complexity theory, in order to make this volume as self-contained as possible. A substantial number of exercises and supplements makes this a useful reference textbook for researchers and students.
Book Details Format: Hardcover | Pages: 884 | Language: English | Publisher: WORLD SCIENTIFIC PUB CO INC | ISBN: 9811241198
FormatHardcover
Pages884
LanguageEnglish
ISBN9811241198
EAN9789811241192
PublisherWORLD SCIENTIFIC PUB CO INC
Publication Date1970-01-01
AccessoriesNo Accessory
ConditionNew
Product TypeHARD COVER BOOKS
Weight2.95 Pounds
Length9.0 Inches
Width6.0 Inches
Height1.81 Inches
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