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Clustering: Theoretical and Practical Aspects
Dan A. Simovici
(Author)
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World Scientific Publishing Company
· Hardcover
Clustering: Theoretical and Practical Aspects - Simovici, Dan A.
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Origin: U.S.A.
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Synopsis "Clustering: Theoretical and Practical Aspects"
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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All books in our catalog are Original.
The book is written in English.
The binding of this edition is Hardcover.
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