Other packages > Find by keyword >

NetInt  

Methods for Unweighted and Weighted Network Integration
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("NetInt", "1.0.1")



Attach the package and use:
library("NetInt")
Maintained by
Jessica Gliozzo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-09-29
Latest Update: 2025-05-03
Description:
Implementation of network integration approaches comprising unweighted and weighted integration methods. Unweighted integration is performed considering the average, per-edge average, maximum and minimum of networks edges. Weighted integration takes into account a weight for each network during the fusion process, where the weights express the ''predictiveness strength'' of each network considering a specific predictive task. Weights can be learned using a machine learning algorithm able to associate the weights to the assessment of the accuracy of the learning algorithm trained on the network itself. The implemented methods can be applied to effectively integrate different biological networks modelling a wide range of problems in bioinformatics (e.g. disease gene prioritization, protein function prediction, drug repurposing, clinical outcome prediction).
How to cite:
Jessica Gliozzo (2022). NetInt: Methods for Unweighted and Weighted Network Integration. R package version 1.0.1, https://cran.r-project.org/web/packages/NetInt. Accessed 21 Jul. 2026.
Previous versions and publish date:
1.0.0 (2022-09-29 18:40), (2026-07-09 08:15)
Other packages that cited NetInt R package
View NetInt citation profile
Other R packages that NetInt depends, imports, suggests or enhances
Complete documentation for NetInt
Functions, R codes and Examples using the NetInt R package
Some associated functions: ATLEASTK.int . MAX.int . MIN.int . MS.UA.int . PUA.int . UA.int . WA.int . WAP.int . align.networks . lalign.networks . 
Some associated R codes: netint.R .  Full NetInt package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

splash  
Simple Process-Led Algorithms for Simulating Habitats
This program calculates bioclimatic indices and fluxes (radiation, evapotranspiration, soil moistur ...
Download / Learn more Package Citations See dependency  
beastier  
Call 'BEAST2'
'BEAST2' () is a widely used Bayesian phylogenetic tool, that uses DNA/RNA/ ...
Download / Learn more Package Citations See dependency  
truncnormbayes  
Estimates Moments for a Truncated Normal Distribution using 'Stan'
Finds the posterior modes for the mean and standard deviation for a truncated normal distribution wi ...
Download / Learn more Package Citations See dependency  
OSTE  
Optimal Survival Trees Ensemble
Function for growing survival trees ensemble ('Naz Gul', 'Nosheen Faiz', 'Dan Brawn', 'Rafal Kulakow ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
netgen  
Network Generator for Combinatorial Graph Problems
Methods for the generation of a wide range of network geographies, e.g., grid networks or clustered ...
Download / Learn more Package Citations See dependency  

27,889

R Packages

239,283

Dependencies

74,019

Author Associations

27,890

Publication Badges

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