CLUSTERING: THEORETICAL AND PRACTICAL ASPECTS - Hardcover

Simovici Dan A

 
9789811241192: CLUSTERING: THEORETICAL AND PRACTICAL ASPECTS
Hardcover
ISBN 10: 9811241198 ISBN 13: 9789811241192
Verlag: World Scientific, 2021

Inhaltsangabe

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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Verlag
World Scientific
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
9811241198
ISBN 13 
9789811241192
Einband
Gebundene Ausgabe
Anzahl der Seiten
882
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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