Other packages > Find by keyword >

FSMUMI  

Imputation of Time Series Based on Fuzzy Logic
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("FSMUMI", "1.0")



Attach the package and use:
library("FSMUMI")
Maintained by
Thi Thu Hong Phan
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-11-26
Latest Update: 2018-11-26
Description:
Filling large gaps in low or uncorrelated multivariate time series uses a new fuzzy weighted similarity measure. It contains all required functions to create large missing consecutive values within time series and then fill these gaps, according to the paper Phan et al. (2018), . Performance indicators are also provided to compare similarity between two univariate signals (incomplete signal and imputed signal).
How to cite:
Thi Thu Hong Phan (2018). FSMUMI: Imputation of Time Series Based on Fuzzy Logic. R package version 1.0, https://cran.r-project.org/web/packages/FSMUMI. Accessed 13 Apr. 2025.
Previous versions and publish date:
1.0 (2018-11-26 21:10)
Other packages that cited FSMUMI R package
View FSMUMI citation profile
Other R packages that FSMUMI depends, imports, suggests or enhances
Downloads during the last 30 days
03/1503/1803/2003/2103/2203/2403/2503/2804/0304/0404/0504/0604/0704/0804/12Downloads for FSMUMI12345678TrendBars

Today's Hot Picks in Authors and Packages

ggprism  
A 'ggplot2' Extension Inspired by 'GraphPad Prism'
Provides various themes, palettes, and other functions that are used to customise ggplots to look l ...
Download / Learn more Package Citations See dependency  
optimParallel  
Parallel Version of the L-BFGS-B Optimization Method
Provides a parallel version of the L-BFGS-B method of optim(). The main function of the package is o ...
Download / Learn more Package Citations See dependency  
MLeval  
Machine Learning Model Evaluation
Straightforward and detailed evaluation of machine learning models. 'MLeval' can produce receiver op ...
Download / Learn more Package Citations See dependency  
COMPoissonReg  
Conway-Maxwell Poisson (COM-Poisson) Regression
Fit Conway-Maxwell Poisson (COM-Poisson or CMP) regression models to count data (Sellers & Shmueli, ...
Download / Learn more Package Citations See dependency  
SPOTMisc  
Misc Extensions for the "SPOT" Package
Implements additional models, simulation tools, and interfaces as extensions to 'SPOT'. It provides ...
Download / Learn more Package Citations See dependency  
LDABiplots  
Biplot Graphical Interface for LDA Models
Contains the development of a tool that provides a web-based graphical user interface (GUI) to perf ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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