Clustering: Theoretical And Practical Aspects
Dan A Simovici
ISBN 10: 9811241198 ISBN 13: 9789811241192
Published by World Scientific Publishing Co Pte Ltd, 2021
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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.
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Bibliographic Details
Title: Clustering: Theoretical And Practical Aspects
Publisher: World Scientific Publishing Co Pte Ltd
Publication Date: 2021
Binding: HRD
Condition: New
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Clustering (Theoretical and Practical Aspects)
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