Clustering: Theoretical and Practical Aspects

Clustering: Theoretical And Practical Aspects
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)

下载地址隐藏内容1积分,请先!没有帐号? 注 册 一个!
觉得文章有用就打赏一下
未经允许不得转载:finelybook » Clustering: Theoretical and Practical Aspects

评论 抢沙发

  • 昵称 (必填)
  • 邮箱 (必填)
  • 网址

觉得文章有用就打赏一下

非常感谢你的打赏,我们将继续给力更多优质内容,让我们一起创建更加美好的网络世界!

支付宝扫一扫打赏

微信扫一扫打赏