The

`NC`

function is improved.The documentation of the

`exir`

function is updated.

The DESCRIPTION file is updated according to all of the modifications.

The citation details of the package is updated.

The function

`diff.data.assembly`

is added for assembling the differential/regression data required as an input for the`exir`

function.The function

`exir`

is added for the experimental-data-based classification and ranking of top candidate features.The function

`clusterrank`

is upgraded to`clusterRank`

in order to calculate the ClusterRank centrality intenally.The function

`neighborhood.connectivity`

is undergone minor modifications to enhance the performance speed.The function

`sif2igraph`

is added for automatic importing and conversion of a SIF file from the usersâ€™ local hard drive, cloud space, or internet into a graph with an igraph class.The thesis advisors are added to the DESCRIPTION file.

Some minor corrections are done in the documentation of functions and DESCRIPTION file.

The DESCRIPTION file is updated.

The Vignettes file is updated.

The function

`sirir`

is added for the unsupervised influence ranking of network nodes.The function

`hubness.score`

is added for the calculation of Hubness score.The function

`spreading.score`

is added for the calculation of Spreading score.The function

`ivi`

is added for the influential node identification from a graph.The function

`ivi.from.indices`

is added for the influential node identification from indices.The function

`ihs`

is removed as a refined formual is added for influential node identification.Updating the normality assessment results of association functions for vectors of length < 4

The function

`clusterrank`

is added for the calculation of ClusterRank.The function

`collective.influence`

is added for the calculation of Collective Influence.The function

`lh_index`

is added for the calculation of local H-index.The function

`h_index`

is added for the calculation of H-index.The function

`neighborhood.connectivity`

is updated so that it will not return any NA or NaN values and the output will be a numeric vector.The formatting of return values in the documentation of each function is corrected.

The

`citation`

details of the package is updated according to its associated published paper.The error regarding the use of

`NNS`

since the second use of association assessment functions including`cond.prob.analysis`

and`double.cent.assess.noRegression`

is now corrected.