Clustering: Theoretical And Practical Aspects - Rilegato

Simovici, Dan A

 
9789811241192: Clustering: Theoretical And Practical Aspects
Rilegato
ISBN 10: 9811241198 ISBN 13: 9789811241192
Casa editrice: World Scientific Publishing, 2021

Sinossi

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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Editore
World Scientific Publishing
Data di pubblicazione
2021
Lingua
Inglese
ISBN 10 
9811241198
ISBN 13 
9789811241192
Rilegatura
Copertina rigida
Numero di pagine
867
Contatto del produttore
non disponibile
Persona responsabile
non disponibile