
Clustering: Theoretical And Practical Aspects
THEORETICAL AND PRACTICAL ASPECTS
Dan A. Simovici(Author)
World Scientific Publishing Co Pte Ltd
Published on 12. August 2021
Book
Hardback
884 pages
978-981-12-4119-2 (ISBN)
Description
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.
More details
Language
English
Place of publication
Singapore
Singapore
Target group
College/higher education
Professional and scholarly
Dimensions
Height: 235 mm
Width: 157 mm
Thickness: 51 mm
Weight
1402 gr
ISBN-13
978-981-12-4119-2 (9789811241192)
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Schweitzer Classification