finelybook
Author: Dan A Simovici
Publisher : World Scientific Publishing Company (August 12, 2021)
Language : English
Hardcover : 867 pages
ISBN-10 : 9811241198
ISBN-13 : 9789811241192
Book 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.
下载地址：
Clustering Theoretical and Practical Aspects 9789811241192.zip （访问密码：1024）
Clustering: Theoretical and Practical Aspects
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