sif2igraph

This function imports and converts a SIF file from your local hard drive, cloud space,
or internet into a graph with an igraph class, which can then be used for the identification
of most influential nodes via the ivi function, for instance.

SIF.to.igraph

Contains functions for the classification and ranking of top candidate features, reconstruction of networks from
adjacency matrices and data frames, analysis of the topology of the network
and calculation of centrality measures, and identification of the most
influential nodes. Also, a function is provided for running SIRIR model, which
is the combination of leave-one-out cross validation technique and the conventional SIR model, on a network to unsupervisedly rank the true influence of vertices. Additionally, some functions have been provided for the assessment
of dependence and correlation of two network centrality measures as well as
the conditional probability of deviation from their corresponding means in opposite direction.
Fred Viole and David Nawrocki (2013, ISBN:1490523995).
Csardi G, Nepusz T (2006). "The igraph software package for complex network research." InterJournal, Complex Systems, 1695.
Adopted algorithms and sources are referenced in function document.

Adrian Salavaty

influential

Identification and Classification of the Most Influential Nodes

sif2igraph function

<dl><dt>Path</dt>
<dd>A string or character vector indicating the path to the desired SIF file. The SIF file
could be on your local hard drive, cloud space, or on the internet.</dd>
<dt>directed</dt>
<dd>Logical scalar, whether or not to create a directed graph.</dd></dl>

Arguments

SIF to igraph — sif2igraph

<dl>

<dt>Path</dt>
<dd>A string or character vector indicating the path to the desired SIF file. The SIF file
could be on your local hard drive, cloud space, or on the internet.</dd>


<dt>directed</dt>
<dd>Logical scalar, whether or not to create a directed graph.</dd>

</dl>

sif2igraph: SIF to igraph

Description

Usage

Value

Arguments

Examples