Clustering: Theoretical and Practical Aspects
| AUTHOR | Dan a Simovici; Dan a Simovici; Dan a Simovici et al. |
| PUBLISHER | World Scientific Publishing Company (08/12/2021) |
| PRODUCT TYPE | Hardcover (Hardcover) |
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.
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Product Format
Product Details
ISBN-13:
9789811241192
ISBN-10:
9811241198
Binding:
Hardback or Cased Book (Sewn)
Content Language:
English
More Product Details
Page Count:
884
Carton Quantity:
8
Product Dimensions:
6.00 x 1.81 x 9.00 inches
Weight:
2.95 pound(s)
Country of Origin:
SG
Subject Information
BISAC Categories
Computers | Data Science - Machine Learning
Computers | Artificial Intelligence - Expert Systems
Computers | Programming - Algorithms
Descriptions, Reviews, Etc.
publisher marketing
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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List Price $219.00
Your Price
$216.81