Clustering: Theoretical and Practical Aspects
Simovici Dan A
Sold by Majestic Books, Hounslow, United Kingdom
AbeBooks Seller since January 19, 2007
Used - Hardcover
Condition: Used
Quantity: 1 available
Add to basketSold by Majestic Books, Hounslow, United Kingdom
AbeBooks Seller since January 19, 2007
Condition: Used
Quantity: 1 available
Add to basketThis 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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