Other packages > Find by keyword >

influential  

Identification and Classification of the Most Influential Nodes
View on CRAN: Click here


Download and install influential package within the R console
Install from CRAN:
install.packages("influential")

Install from Github:
library("remotes")
install_github("cran/influential")

Install by package version:
library("remotes")
install_version("influential", "2.2.9")



Attach the package and use:
library("influential")
Maintained by
Adrian Salavaty
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-02-17
Latest Update: 2023-12-09
Description:
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.
How to cite:
Adrian Salavaty (2020). influential: Identification and Classification of the Most Influential Nodes. R package version 2.2.9, https://cran.r-project.org/web/packages/influential. Accessed 26 Aug. 2026.
Previous versions and publish date:
(2026-08-23 14:30), 0.1.0 (2020-02-17 15:50), 1.0.0 (2020-04-25 09:30), 1.1.0 (2020-06-23 12:40), 1.1.1 (2020-06-24 10:20), 1.1.2 (2020-06-26 16:50), 2.0.0 (2020-09-25 15:20), 2.0.1 (2020-11-20 06:20), 2.2.0 (2021-04-18 04:10), 2.2.1 (2021-04-24 13:30), 2.2.2 (2021-04-30 12:10), 2.2.3 (2021-07-17 14:40), 2.2.4 (2021-11-01 06:40), 2.2.5 (2022-04-14 16:02), 2.2.6 (2022-08-06 09:30), 2.2.7 (2023-05-16 07:10), 2.2.8 (2023-11-19 06:10), 2.2.9 (2023-12-09 09:20), 2.3.0 (2026-02-13 08:00), 2.3.1 (2026-05-28 15:20)
Other packages that cited influential R package
View influential citation profile
Other R packages that influential depends, imports, suggests or enhances
Complete documentation for influential
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  
clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  
ncodeR  
Techniques for Automated Classifiers
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  
SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  
PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA