Kniha Multiple alternative clusterings and dimensionality reduction Donglin Niu

Multiple alternative clusterings and dimensionality reduction

Autor: Donglin Niu
Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Scholars' Press
Dostupnosť: U vydavateľa na objednávku
Odosielame za 17-27 dní
66.88
Clustering is the process of grouping objects based on some notion of similarity. It is commonly app...

Informácie o knihe

Autor
Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2014
Stránok
148
EAN
9783639718867
ISBN
3639718860
Enbook ID
07173483
Vydavateľ
Hmotnosť
227
Rozmery
152 x 229 x 9

Kompletný popis

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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