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
IncDTW
View on CRAN: Click
here
Download and install IncDTW package within the R console
Install from CRAN:
install.packages("IncDTW")
Install from Github:
library("remotes")
install_github("cran/IncDTW")
Install by package version:
library("remotes")
install_version("IncDTW", "1.1.4.4")
Attach the package and use:
library("IncDTW")
Maintained by
Maximilian Leodolter
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.IncDTW . IncDTW citation info . IncDTW results . IncDTW.pdf . Theory and Applications for the RPackage IncDTW . IncDTW_1.1.4.4.tar.gz . IncDTW_1.1.4.4.zip . IncDTW_1.1.4.4.zip . IncDTW_1.1.4.4.zip . IncDTW_1.1.4.4.tgz . IncDTW_1.1.4.4.tgz . IncDTW_1.1.4.4.tgz . IncDTW_1.1.4.4.tgz . IncDTW_1.1.4.4.tgz . IncDTW_1.1.4.4.tgz . IncDTW archive . https://CRAN.R-project.org/package=IncDTW .
First Published: 2017-07-03
Latest Update: 2022-03-16
Description:
The Dynamic Time Warping (DTW) distance measure for time series allows non-linear alignments of time series to match similar patterns in time series of different lengths and or different speeds. IncDTW is characterized by (1) the incremental calculation of DTW (reduces runtime complexity to a linear level for updating the DTW distance) - especially for life data streams or subsequence matching, (2) the vector based implementation of DTW which is faster because no matrices are allocated (reduces the space complexity from a quadratic to a linear level in the number of observations) - for all runtime intensive DTW computations, (3) the subsequence matching algorithm runDTW, that efficiently finds the k-NN to a query pattern in a long time series, and (4) C++ in the heart. For details about DTW see the original paper "Dynamic programming algorithm optimization for spoken word recognition" by Sakoe and Chiba (1978) . For details about this package, Dynamic Time Warping and Incremental Dynamic Time Warping please see "IncDTW: An R Package for Incremental Calculation of Dynamic Time Warping" by Leodolter et al. (2021) .
How to cite:
Maximilian Leodolter (2017). IncDTW: Incremental Calculation of Dynamic Time Warping. R package version 1.1.4.4, https://cran.r-project.org/web/packages/IncDTW. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.1.0 (2017-07-03 13:00), 0.1.1 (2017-08-04 12:51), 0.1.2 (2017-08-23 14:40), 0.1.3 (2017-08-23 22:03), 1.0.0 (2017-10-10 10:59), 1.0.1 (2018-01-13 15:41), 1.0.2 (2018-05-11 21:59), 1.0.3 (2018-05-14 09:59), 1.0.4 (2018-09-11 10:10), 1.0.5 (2019-01-03 16:20), 1.1.0 (2019-04-08 17:22), 1.1.1 (2019-05-24 13:50), 1.1.2 (2019-06-27 10:40), 1.1.3.1 (2020-04-01 08:02), 1.1.3 (2019-12-18 23:50), 1.1.4.2 (2020-10-09 10:30), 1.1.4.3 (2021-09-23 18:10)
Other packages that cited IncDTW R package
View IncDTW citation profile
Other R packages that IncDTW depends,
imports, suggests or enhances
Complete documentation for IncDTW
Functions, R codes and Examples using
the IncDTW R package
Some associated functions: DBA . IncDTW-package . dec_dm . drink_glass . dtw . dtw2vec . dtw_dismat . dtw_partial . find_peaks . idtw . idtw2vec . initialize_plane . lowerbound . plot_dba . plot_idtw . plot_rundtw . rundtw . scale . simulate_timewarp .
Some associated R codes: DBA.R . RcppExports.R . data_simulation.R . dtw.R . idtw.R . rundtw.R . s3_is_print.R . s3_plot.R . s3_print.R . s3_summary.R . Full IncDTW package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
landmix
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Layla Parast (view profile)
gglgbtq
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Laura Bakala (view profile)
quickcode
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
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
23,842
R Packages
207,311
Dependencies
64,420
Author Associations
23,781
Publication Badges
