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TSEAL  

Time Series Analysis Library
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("TSEAL", "0.1.3")



Attach the package and use:
library("TSEAL")
Maintained by
Iván Velasco
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-05-01
Latest Update: 2024-07-02
Description:
The library allows to perform a multivariate time series classification based on the use of Discrete Wavelet Transform for feature extraction, a step wise discriminant to select the most relevant features and finally, the use of a linear or quadratic discriminant for classification. Note that all these steps can be done separately which allows to implement new steps. Velasco, I., Sipols, A., de Blas, C. S., Pastor, L., & Bayona, S. (2023) <doi:10.1186/S12938-023-01079-X>. Percival, D. B., & Walden, A. T. (2000,ISBN:0521640687). Maharaj, E. A., & Alonso, A. M. (2014) <doi:10.1016/j.csda.2013.09.006>.
How to cite:
Iván Velasco (2024). TSEAL: Time Series Analysis Library. R package version 0.1.3, https://cran.r-project.org/web/packages/TSEAL. Accessed 08 Jun. 2026.
Previous versions and publish date:
0.1.2 (2024-05-01 20:42), 0.1.3 (2024-07-02 14:10), 0.1.4 (2026-03-16 16:20)
Other packages that cited TSEAL R package
View TSEAL citation profile
Other R packages that TSEAL depends, imports, suggests or enhances
Complete documentation for TSEAL
Functions, R codes and Examples using the TSEAL R package
Full TSEAL package functions and examples
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