Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: ROBustness In Network (robin): an R package for Comparison and
  Validation of communities   In network analysis, many community detection algorithms have been developed,
however, their implementation leaves unaddressed the question of the
statistical validation of the results. Here we present robin(ROBustness In
Network), an R package to assess the robustness of the community structure of a
network found by one or more methods to give indications about their
reliability. The procedure initially detects if the community structure found
by a set of algorithms is statistically significant and then compares two
selected detection algorithms on the same graph to choose the one that better
fits the network of interest. We demonstrate the use of our package on the
American College Football benchmark dataset.

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The categories of this paper are: hep-th
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The categories of this paper are: q-fin
27
The categories of this paper are: comp-gas
2
The categories of this paper are: math
33
The categories of this paper are: plasm-ph
19
The categories of this paper are: eess
36
The categories of this paper are: cmp-lg
20
The categories of this paper are: acc-phys
31
The categories of this paper are: ao-sci
28
The categories of this paper are: alg-geom
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The categories of this paper are: cond-mat
24
The categories of this paper are: dg-ga
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The categories of this paper are: cs
10
The categories of this paper are: q-bio
13
The categories of this paper are: quant-ph
12
The categories of this paper are: nucl-th