Biological applications of time series frequency domain clustering

DOI10.1111/j.1467-9892.2011.00758.xzbMath1281.62232OpenAlexW1892347395MaRDI QIDQ5397948

Vasilis J. Promponas, Konstantinos Fokianos

Publication date: 25 February 2014

Published in: Journal of Time Series Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.1467-9892.2011.00758.x

zbMATH Keywords

time seriesspectral analysisperiodogramdistance measuresmacromolecular sequence analysistime-course gene expression analysis

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Research exposition (monographs, survey articles) pertaining to statistics (62-02)

Related Items

Autoregressive mixture models for clustering time series, Clustering nonlinear, nonstationary time series using BSLEX, A similarity measure for second order properties of non-stationary functional time series with applications to clustering and testing

Uses Software

• SLEX
• AAindex
• SWIFT
• PRED-CLASS

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