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Clustering: Theoretical And Practical Aspects
Hardback
€240.00
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- Book Synopsis
- 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.
- Product Details
-
- ISBN
- 9789811241192
- Format
- Hardback
- Publisher
- World Scientific Publishing, (14 August 2021)
- Number of Pages
- 884
- Weight
- 1338 grams
- Language
- English
- Dimensions
- 229 x 152 x 46 mm
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