cyclicwave: Cyclic Wave Analysis for Time-Series Clustering

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>.

Version:	0.1.0
Depends:	R (≥ 3.5.0)
Imports:	stats, utils, dbscan, gsignal, waveslim, MASS, e1071, ggplot2
Suggests:	FNN, testthat (≥ 3.0.0), knitr, rmarkdown
Published:	2026-07-03
DOI:	10.32614/CRAN.package.cyclicwave (may not be active yet)
Author:	Şule Şevval Karakaya [aut, cre], Ahmet Bursalı [aut], Vilda Purutçuoğlu [aut]
Maintainer:	Şule Şevval Karakaya <sule.karakaya at metu.edu.tr>
License:	MIT + file LICENSE
NeedsCompilation:	no
Materials:	README
CRAN checks:	cyclicwave results

Documentation:

Reference manual:	cyclicwave.html , cyclicwave.pdf
Vignettes:	Comparing Feature Engineering Approaches (source, R code) Getting Started with cyclicwave (source, R code)

Downloads:

Package source:	cyclicwave_0.1.0.tar.gz
Windows binaries:	r-devel: not available, r-release: cyclicwave_0.1.0.zip, r-oldrel: cyclicwave_0.1.0.zip
macOS binaries:	r-release (arm64): cyclicwave_0.1.0.tgz, r-oldrel (arm64): cyclicwave_0.1.0.tgz, r-release (x86_64): cyclicwave_0.1.0.tgz, r-oldrel (x86_64): cyclicwave_0.1.0.tgz

Linking:

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