Multiple alternative clusterings and dimensionality reduction: Theory and application - Couverture souple

Niu, Donglin

 
9783639718867: Multiple alternative clusterings and dimensionality reduction: Theory and application
Couverture souple
ISBN 10 : 3639718860 ISBN 13 : 9783639718867
Editeur : Scholars' Press, 2014

Synopsis

Clustering is the process of grouping objects based on some notion of similarity. It is commonly applied for exploratory data analysis, segmentation, preprocessing and data summarization.Traditional clustering algorithms only find one clustering solution. However, data can be grouped and interpreted in many different ways. Moreover, different clustering solutions are interesting for different purposes. Instead of committing to one clustering solution, here we introduce four methods that can provide several possible alternative clustering solutions to the user for exploratory data analysis.

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Éditeur
Scholars' Press
Date d'édition
2014
Langue
anglais
ISBN 10 
3639718860
ISBN 13 
9783639718867
Reliure
Broché
Nombre de pages
148
Coordonnées du fabricant
non disponible
Personne responsable
non disponible