Multiple alternative clusterings and dimensionality reduction

Name: Multiple alternative clusterings and dimensionality reduction
Brand: Scholars' Press
SKU: 9783639718867
Price: 1616 CZK
Availability: InStock

Autor: Donglin Niu

Jazyk:

Vazba: Brožovaná

Vydavatel: Scholars' Press

Dostupnost: U nakladatele na objednávku

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Clustering is the process of grouping objects based on some notion of similarity. It is commonly app...

Informace o knize

Autor

Donglin Niu

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2014

Stránek

148

EAN

9783639718867

ISBN

3639718860

Enbook ID

07173483

Vydavatel

Scholars' Press

Hmotnost

227

Rozměry

152 x 229 x 9

Kompletní 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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Multiple alternative clusterings and dimensionality reduction

Informace o knize

Kompletní popis

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Zákaznicí kteří koupili tuto knihu koupili také