R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
NAC
View on CRAN: Click
here
Download and install NAC package within the R console
Install from CRAN:
install.packages("NAC")
Install from Github:
library("remotes")
install_github("cran/NAC") Install by package version:
library("remotes")
install_version("NAC", "0.1.0") Attach the package and use:
library("NAC")
Maintained by
Yaofang Hu
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-12-04
Latest Update: 2023-12-04
Description:
Incorporating node-level covariates for community detection has gained increasing attention these years. This package provides the function for implementing the novel community detection algorithm known as Network-Adjusted Covariates for Community Detection (NAC), which is designed to detect latent community structure in graphs with node-level information, i.e., covariates. This algorithm can handle models such as the degree-corrected stochastic block model (DCSBM) with covariates. NAC specifically addresses the discrepancy between the community structure inferred from the adjacency information and the community structure inferred from the covariates information. For more detailed information, please refer to the reference paper: Yaofang Hu and Wanjie Wang (2023) . In addition to NAC, this package includes several other existing community detection algorithms that are compared to NAC in the reference paper. These algorithms are Spectral Clustering On Ratios-of Eigenvectors (SCORE), network-based regularized spectral clustering (Net-based), covariate-based spectral clustering (Cov-based), covariate-assisted spectral clustering (CAclustering) and semidefinite programming (SDP).
How to cite:
Yaofang Hu (2023). NAC: Network-Adjusted Covariates for Community Detection. R package version 0.1.0, https://cran.r-project.org/web/packages/NAC. Accessed 29 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited NAC R package
View NAC citation profile
Other R packages that NAC depends,
imports, suggests or enhances
Complete documentation for NAC
Functions, R codes and Examples using
the NAC R package
Full NAC package
functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
adehabitatHS
A collection of tools for the analysis of habitat selection. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Clement Calenge (view profile)
MMeM
Analyzing data under multivariate mixed effects model using multivariate REML and multivariate Hende ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Luyao Peng (view profile)
lordif
Analysis of Differential Item Functioning (DIF) for
dichotomous and polytomous items using an itera ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Seung W. Choi (view profile)
mob
Generate the monotonic binning and
perform the woe (weight of evidence) transformation for the logi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: WenSui Liu (view profile)
28,332
R Packages
239,283
Dependencies
75,283
Author Associations
28,333
Publication Badges
