Other packages > Find by keyword >

RANKS  

Ranking of Nodes with Kernelized Score Functions
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RANKS", "1.1")



Attach the package and use:
library("RANKS")
Maintained by
Giorgio Valentini
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-12-10
Latest Update: 2022-09-20
Description:
Implementation of Kernelized score functions and other semi-supervised learning algorithms for node label ranking to analyze biomolecular networks. RANKS can be easily applied to a large set of different relevant problems in computational biology, ranging from automatic protein function prediction, to gene disease prioritization and drug repositioning, and more in general to any bioinformatics problem that can be formalized as a node label ranking problem in a graph. The modular nature of the implementation allows to experiment with different score functions and kernels and to easily compare the results with baseline network-based methods such as label propagation and random walk algorithms, as well as to enlarge the algorithmic scheme by adding novel user-defined score functions and kernels.
How to cite:
Giorgio Valentini (2015). RANKS: Ranking of Nodes with Kernelized Score Functions. R package version 1.1, https://cran.r-project.org/web/packages/RANKS. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0 (2015-12-10 10:04)
Other packages that cited RANKS R package
View RANKS citation profile
Other R packages that RANKS depends, imports, suggests or enhances
Complete documentation for RANKS
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
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  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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