Książka Multiple alternative clusterings and dimensionality reduction Donglin Niu

Multiple alternative clusterings and dimensionality reduction

Autor: Donglin Niu
Język: Angielski
Oprawa: Miękka
Wydawca: Scholars' Press
Dostępność: Na zamówienie
Wysyłamy za 17-27 dni
284.25
Clustering is the process of grouping objects based on some notion of similarity. It is commonly app...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2014
strony
148
EAN
9783639718867
ISBN
3639718860
Enbook ID
07173483
Wydawca
Waga
227
Wymiary
152 x 229 x 9

Pełny opis

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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