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Multiple alternative clusterings and dimensionality reduction
Language
English
English
Book
Paperback
Clustering is the process of grouping objects based on some notion of similarity. It is commonly app...
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Libristo code: 07173483
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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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About the book
Full name
Multiple alternative clusterings and dimensionality reduction
Author
Donglin Niu
Language
English
English
Binding
Book - Paperback
Date of issue
2014
Number of pages
148
EAN
9783639718867
ISBN
3639718860
Libristo code
07173483
Publishers
Scholars' Press
Weight
227
Dimensions
152 x 229 x 9
Categories
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