Other packages > Find by keyword >

M2SMF  

Multi-Modal Similarity Matrix Factorization for Integrative Multi-Omics Data Analysis
View on CRAN: Click here


Download and install M2SMF package within the R console
Install from CRAN:
install.packages("M2SMF")

Install from Github:
library("remotes")
install_github("cran/M2SMF")

Install by package version:
library("remotes")
install_version("M2SMF", "2.0")



Attach the package and use:
library("M2SMF")
Maintained by
Xiaoyao Yin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-06-19
Latest Update: 2019-11-17
Description:
A new method to implement clustering from multiple modality data of certain samples, the function M2SMF() jointly factorizes multiple similarity matrices into a shared sub-matrix and several modality private sub-matrices, which is further used for clustering. Along with this method, we also provide function to calculate the similarity matrix and function to evaluate the best cluster number from the original data.
How to cite:
Xiaoyao Yin (2018). M2SMF: Multi-Modal Similarity Matrix Factorization for Integrative Multi-Omics Data Analysis. R package version 2.0, https://cran.r-project.org/web/packages/M2SMF. Accessed 26 Aug. 2026.
Previous versions and publish date:
1.0 (2018-06-19 15:48), (2026-07-09 08:08)
Other packages that cited M2SMF R package
View M2SMF citation profile
Other R packages that M2SMF depends, imports, suggests or enhances
Complete documentation for M2SMF
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
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  
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  
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  
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  
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  

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