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 11 Aug. 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

lactcurves  
Lactation Curve Parameter Estimation
AllCurves() runs multiple lactation curve models and extracts selection criteria for each model. Th ...
Download / Learn more Package Citations See dependency  
Rssa  
A Collection of Methods for Singular Spectrum Analysis
Methods and tools for Singular Spectrum Analysis including decomposition, forecasting and gap-filli ...
Download / Learn more Package Citations See dependency  
gprofiler2  
Interface to the 'g:Profiler' Toolset
A toolset for functional enrichment analysis and visualization, gene/protein/SNP identifier conversi ...
Download / Learn more Package Citations See dependency  
phonenumber  
Convert Letters to Numbers and Back as on a Telephone Keypad
Convert English letters to numbers or numbers to English letters as on a telephone keypad. When con ...
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  

28,313

R Packages

239,283

Dependencies

74,752

Author Associations

28,314

Publication Badges

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