Clustering : Theoretical and Practical Aspects

Simovici, Dan A.

ISBN 10: 9811241198 ISBN 13: 9789811241192

Published by World Scientific Publishing Company, 2021

Language: English

Condition: Used - As new Hardcover

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Bibliographic Details

Title

Clustering : Theoretical and Practical Aspects

Publisher

World Scientific Publishing Company

Publication Date

2021

Language

English

ISBN 10

9811241198

ISBN 13

9789811241192

Binding

Hardcover

Condition

As New

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About this title

Synopsis

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.

"About this title" may belong to another edition of this title.

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