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TSEAL
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", "0.1.2")
Attach the package and use:
library("TSEAL")
Maintained by
Iván Velasco
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-05-01
Latest Update: 2024-05-01
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 0.1.2, https://cran.r-project.org/web/packages/TSEAL
Previous versions and publish date:
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