Other packages > Find by keyword >

mlmts  

Machine Learning Algorithms for Multivariate Time Series
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mlmts", "1.1.2")



Attach the package and use:
library("mlmts")
Maintained by
Angel Lopez-Oriona
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-02-21
Latest Update: 2024-08-18
Description:
An implementation of several machine learning algorithms for multivariate time series. The package includes functions allowing the execution of clustering, classification or outlier detection methods, among others. It also incorporates a collection of multivariate time series datasets which can be used to analyse the performance of new proposed algorithms. Some of these datasets are stored in GitHub data packages 'ueadata1' to 'ueadata8'. To access these data packages, run 'install.packages(c('ueadata1', 'ueadata2', 'ueadata3', 'ueadata4', 'ueadata5', 'ueadata6', 'ueadata7', 'ueadata8'), repos='')'. The installation takes a couple of minutes but we strongly encourage the users to do it if they want to have available all datasets of mlmts. Practitioners from a broad variety of fields could benefit from the general framework provided by 'mlmts'.
How to cite:
Angel Lopez-Oriona (2022). mlmts: Machine Learning Algorithms for Multivariate Time Series. R package version 1.1.2, https://cran.r-project.org/web/packages/mlmts. Accessed 25 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:31), 1.0.0 (2022-02-21 09:50), 1.0.1 (2022-04-19 16:42), 1.1.0 (2022-11-21 13:40), 1.1.1 (2023-01-22 22:30), 1.1.2 (2024-08-18 10:40)
Other packages that cited mlmts R package
View mlmts citation profile
Other R packages that mlmts depends, imports, suggests or enhances
Complete documentation for mlmts
Functions, R codes and Examples using the mlmts R package
Some associated functions: ArticularlyWordRecognition . AtrialFibrillation . BasicMotions . CharacterTrajectories . Cricket . DuckDuckGeese_1 . DuckDuckGeese_2 . ERing . EigenWorms_1 . EigenWorms_2 . Epilepsy . EthanolConcentration . FinancialData . FingerMovements . HandMovementDirection . Handwriting . Heartbeat . JapaneseVowels . LSST . Libras . MotorImagery . NATOPS . PEMS_SF_1 . PEMS_SF_2 . PenDigits . Phoneme . RacketSports . SelfRegulationSCP1 . SelfRegulationSCP2 . SpokenArabicDigits . StandWalkJump . SyntheticData1 . SyntheticData2 . UWaveGestureLibrary . dis_2dsvd . dis_cor . dis_dtw_1 . dis_dtw_2 . dis_eros . dis_eucl . dis_frechet . dis_gcc . dis_hwl . dis_lpp . dis_mahalanobis . dis_mahalanobis_dtw . dis_mcc . dis_modwt . dis_pca . dis_ppca . dis_qcd . dis_qcf . dis_spectral . dis_swmd . dis_var_1 . dis_var_2 . dis_www . dis_zagorecki . f4_classifier . knn_classifier . mc2pca_clustering . mlmts . mts_forecasting . mts_plot . outlier_detection . plot_2d_scaling . vpca_clustering . 
Some associated R codes: ArticularlyWordRecognition.R . AtrialFibrillation.R . BasicMotions.R . CharacterTrajectories.R . Cricket.R . DuckDuckGeese_1.R . DuckDuckGeese_2.R . ERing.R . EigenWorms_1.R . EigenWorms_2.R . Epilepsy.R . EthanolConcentration.R . FinancialData.R . FingerMovements.R . HandMovementDirection.R . Handwriting.R . Heartbeat.R . JapaneseVowels.R . LSST.R . Libras.R . MotorImagery.R . NATOPS.R . PEMS_SF_1.R . PEMS_SF_2.R . PenDigits.R . Phoneme.R . RacketSports.R . SelfRegulationSCP1.R . SelfRegulationSCP2.R . SpokenArabicDigits.R . StandWalkJump.R . SyntheticData1.R . SyntheticData2.R . UWaveGestureLibrary.R . auxiliary_2dsvd_function.R . auxiliary_cor_function.R . auxiliary_dtw_mahalanobis_function.R . auxiliary_eros_function.R . auxiliary_forecasting_function.R . auxiliary_gcc_function.R . auxiliary_hwl_function.R . auxiliary_lpp_function.R . auxiliary_mahalanobis_function.R . auxiliary_mc2pca_function.R . auxiliary_mcc_function.R . auxiliary_modwt_function.R . auxiliary_pca_function.R . auxiliary_ppca_function.R . auxiliary_qaf_function.R . auxiliary_qcd_function.R . auxiliary_spectral_function.R . auxiliary_var_1_function.R . auxiliary_var_2_function.R . auxiliary_vpca_function.R . auxiliary_www_function.R . auxiliary_zagorecki_function.R . check_mts.R . check_mts_rows.R . dis_2dsvd.R . dis_cor.R . dis_dtw_1.R . dis_dtw_2.R . dis_eros.R . dis_eucl.R . dis_frechet.R . dis_gcc.R . dis_hwl.R . dis_lpp.R . dis_mahalanobis.R . dis_mahalanobis_dtw.R . dis_mcc.R . dis_modwt.R . dis_pca.R . dis_ppca.R . dis_qcd.R . dis_qcf.R . dis_spectral.R . dis_swmd.R . dis_var_1.R . dis_var_2.R . dis_www.R . dis_zagorecki.R . f4_classifier.R . fuzzytocrisp.R . knn_classifier.R . listTomatrix.R . mc2pca_clustering.R . mts_forecasting.R . mts_plot.R . outlier_detection.R . package-mlmts.R . plot_2d_scaling.R . vpca_clustering.R .  Full mlmts package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

missDiag  
Comparing Observed and Imputed Values under MAR and MCAR
Implements the computation of discrepancy statistics summarizing differences between the density of ...
Download / Learn more Package Citations See dependency  
connectwidgets  
Organize and Curate Your Content Within 'Posit Connect'
A collection of helper functions and 'htmlwidgets' to help publishers curate content collections on ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
hwep  
Hardy-Weinberg Equilibrium in Polyploids
Inference concerning equilibrium and random mating in autopolyploids. Methods are available to test ...
Download / Learn more Package Citations See dependency  
commonsMath  
JAR Files of the Apache Commons Mathematics Library
'Java' JAR files for the Apache Commons Mathematics Library for use by users and other packages. ...
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