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Re: [igraph] dendrograms from communities


From: Gábor Csárdi
Subject: Re: [igraph] dendrograms from communities
Date: Tue, 8 Mar 2011 15:56:08 -0500

Dear Galina,

On Tue, Mar 8, 2011 at 3:31 PM, Glazko, Galina V <address@hidden> wrote:
> Dear friends,
>
>
>
> I have two simple questions about the construction of the dendrograms from
> communities:
>
>
>
> 1.       What is the algorithm for tree inference in this case, could
> someone refer me to the original publication?

I am not sure what you mean by "inference" here, this word has a well
defined meaning in statistics, but probably you mean just extracting
the tree from the results of the community detection functions. So
there is no inference here, not in the statistical sense.

A nice paper that really does inference is this, in case you are interested:
http://www.nature.com/nature/journal/v453/n7191/abs/nature06830.html

> 2.       Is it possible to infer a tree structure from communities, found
> with the algorithm fastgreedy.community?

In any case, the community structure detection algorithms in igraph
belong to two groups. Some explicitly detect a tree structure
(fast-greedy, walktrap), others (e.g. spinglass) don't. For the ones
that do,

For walktrap, just call as.dendrogram on the results. For fast-greedy, see:
http://lists.gnu.org/archive/html/igraph-help/2010-11/msg00060.html

Best Regards,
Gabor

>
>
> I would appreciate your help
>
> Thank you!
>
> Best regards
>
> Galina
>
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-- 
Gabor Csardi <address@hidden>     UNIL DGM



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