Clustering: Theoretical and Practical Aspects - Hardcover

Simovici, Dan A

 
9789811241192: Clustering: Theoretical and Practical Aspects
Hardcover
ISBN 10: 9811241198 ISBN 13: 9789811241192
Publisher: World Scientific Publishing Company, 2021

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.

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

Publisher
World Scientific Publishing Company
Publication date
2021
Language
English
ISBN 10 
9811241198
ISBN 13 
9789811241192
Binding
Hardcover
Number of pages
884