Clustering: Theoretical and Practical Aspects - Couverture rigide

Simovici, Dan A

 
9789811241192: Clustering: Theoretical and Practical Aspects
Couverture rigide
ISBN 10 : 9811241198 ISBN 13 : 9789811241192
Editeur : World Scientific Publishing Co Pte Ltd, 2021

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
World Scientific Publishing Co Pte Ltd
Date d'édition
2021
Langue
anglais
ISBN 10 
9811241198
ISBN 13 
9789811241192
Reliure
Relié
Nombre de pages
884
Coordonnées du fabricant
non disponible
Personne responsable
non disponible