Code: 07173483

Multiple alternative clusterings and dimensionality reduction

Name: Multiple alternative clusterings and dimensionality reduction
Brand: Scholars' Press
SKU: 07173483
Price: 68.88 EUR
Availability: BackOrder
Author: Donglin Niu
ISBN: 9783639718867

by Donglin Niu

Language: English
Binding: Paperback
Number of pages: 148
Publisher: Scholars' Press, 2014
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Book 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.