Mining Univariate and Multivariate Motifs in Time-Series Data


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Documentation for package ‘TSMining’ version 1.0

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TSMining-package Implementation of Univariate and Multivariate Motif Discovery in Time-Series Data
BuildOperation An example 1-week data set containing the power consumption data of two building services sub-systems
Func.dist A function to calculate the distance between two SAX representations
Func.matrix A function to create the distance matrix for alphabets
Func.motif A function implementing the univaraite motif discovery algorithm using random projection
Func.motif.multivariate A function to implment the multivariate motif discovery
Func.SAX A function to perform symbolic approximation aggregate (SAX) for time series data
Func.visual.MultiMotif A function to prepare the data for the visualization of multivariate motifs discovered
Func.visual.SingleMotif A function to prepare the dataset for visualizing the univaraite motifs discovered
test An example data set for univariate motif discovery
TSMining Implementation of Univariate and Multivariate Motif Discovery in Time-Series Data