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BasicClustering2

Page history last edited by mike@mbowles.com 8 years, 5 months ago

Here's a link to a page from a text mining book that discusses how to determine the number of clusters to choose for k-means clustering. 

http://nlp.stanford.edu/IR-book/html/htmledition/cluster-cardinality-in-k-means-1.html

 

We'll talk about a couple of clustering techniques that aren't covered in the book.  Here are links to the papers where they are described. 

Canopy clustering:

canopy-kdd00.pdf

 

Association Propagation Clustering:

original paper - FreyDueckScience07.pdf

ap clustering on large data - apClusterLargeData.pdf

 

 

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