Clustering (Theoretical and Practical Aspects)
Language: English
Published by World Scientific Publishing Company, 2021
- Hardcover
- New
Seller: Romtrade Corp., STERLING HEIGHTS, MI, U.S.A.Romtrade Corp.
AbeBooks seller since April 17, 2013
Condition: New
US$ 135.32
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Seller Inventory # ABBB-93221
- Title
- Clustering (Theoretical and Practical Aspects)
- Author
- Simovici Dan A
- Publisher
- World Scientific Publishing Company
- Publication year
- 2021
- Condition
- New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 9811241198
- ISBN 13
- 9789811241192
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.
Romtrade Corp.
STERLING HEIGHTS, MI, U.S.A.
AbeBooks seller since April 17, 2013
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