Ndrangheta

Network of co-attendance occurrence attendance of suspected members of the Ndrangheta criminal organization at summits (meetings whose purpose is to make important decisions and/or affiliations, but also to solve internal problems and to establish roles and powers) taking place between 2007 and 2009.

datasets

An ensemble of algorithms that enable the clustering of networks and data matrices (such as counts, categorical or continuous) with different type of generative models. Model selection and clustering is performed in combination by optimizing the Integrated Classification Likelihood (which is equivalent to minimizing the description length). Several models are available such as: Stochastic Block Model, degree corrected Stochastic Block Model, Mixtures of Multinomial, Latent Block Model. The optimization is performed thanks to a combination of greedy local search and a genetic algorithm (see <arXiv:2002:11577> for more details).

Etienne C<c3><b4>me

greed

Clustering and Model Selection with the Integrated
Classification Likelihood

Etienne Côme

Nicolas Jouvin

Ndrangheta function

An object of class <code>list</code> with two fields;<dl>
 <dt>X</dt>
<dd>network adjacency matrix as a <code>matrix</code> of size 146x146</dd> <dt>node_meta</dt>
<dd>data frame of nodes meta information with features :</dd> 
 
 
 
 </dl>

Format

Ndrangheta mafia covert network dataset — Ndrangheta

An object of class <code>list</code> with two fields;<dl>
 <dt>X</dt>
<dd>network adjacency matrix as a <code>matrix</code> of size 146x146</dd>

 <dt>node_meta</dt>
<dd>data frame of nodes meta information with features :</dd>

 
 
 
 
 

</dl>

Ndrangheta: Ndrangheta mafia covert network dataset

Description

Usage

Arguments

Format

References

Examples