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 Jun. 2026.
Previous versions and publish date:
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

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  
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  
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  
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  
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