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cyclicwave  

Cyclic Wave Analysis for Time-Series Clustering
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("cyclicwave", "0.1.0")



Attach the package and use:
library("cyclicwave")
Maintained by
Şule Şevval Karakaya
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-07-03
Latest Update: 2026-07-03
Description:
A modular toolkit for feature extraction and density-based clustering of time-series data. It provides classical statistical, discrete wavelet, Hilbert-based phase, and circular statistical features. The Hilbert-based phase representation can support the analysis of periodic patterns, phase relationships, and circular behavior in time-series data. The package supports DBSCAN and OPTICS clustering, cluster evaluation, visualization, data preparation, and comparison of multiple feature extraction and clustering combinations. Methods are described in Karakaya and Purutcuoglu (2026) <doi:10.15672/hujms.1821412> and Karakaya et al. (2026) <doi:10.1007/978-3-032-17020-0_27>.
How to cite:
Şule Şevval Karakaya (2026). cyclicwave: Cyclic Wave Analysis for Time-Series Clustering. R package version 0.1.0, https://cran.r-project.org/web/packages/cyclicwave. Accessed 24 Oct. 2026.
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Functions, R codes and Examples using the cyclicwave R package
Full cyclicwave package functions and examples
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