Clustering: Theoretical And Practical Aspects - Rilegato

Simovici, Dan A

Rilegato

ISBN 10: 9811241198 ISBN 13: 9789811241192

Casa editrice: World Scientific Publishing, 2021

Riassunto

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.

Dettagli dell?edizione

• 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