I have a binary matrix of size 20 by 300. I want to cluster the 20 variables into five or six groups. So far I used kmeans and hierarchical clustering algorithms in matlab with different distance metrics but both give me non-overlapping clusters. I see on my data that some of the variables should be located in more than one group. Does anyone know if there is a way to do overlapping clusters either in matlab ot R? Any help is greatly appreciated. Thanks in advance!
How to do overlapping cluster analysis in Matlab or R?
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Have a look at Fuzzy clustering in MATLAB documentation http://www.mathworks.com/help/toolbox/fuzzy/fp310.html