Package: STMotif 2.0.3

Heraldo Borges

STMotif: Discovery of Motifs in Spatial-Time Series

Allow to identify motifs in spatial-time series. A motif is a previously unknown subsequence of a (spatial) time series with relevant number of occurrences. For this purpose, the Combined Series Approach (CSA) is used.

Authors:Heraldo Borges [aut, cre], Amin Bazaz [aut], Esther Pacciti [aut], Eduardo Ogasawara [aut]

STMotif_2.0.3.tar.gz
STMotif_2.0.3.zip(r-4.7-any)STMotif_2.0.3.zip(r-4.6-any)STMotif_2.0.3.zip(r-4.5-any)
STMotif_2.0.3.tgz(r-4.6-any)STMotif_2.0.3.tgz(r-4.5-any)
STMotif_2.0.3.tar.gz(r-4.7-any)STMotif_2.0.3.tar.gz(r-4.6-any)
STMotif_2.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
STMotif/json (API)

# Install 'STMotif' in R:

install.packages('STMotif', repos = c('https://heraldoborges.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/heraldoborges/stmotif/issues

Datasets:

example_dataset - Example Spatial-Time Series Dataset

On CRAN:

4.15 score 2 stars 14 scripts 386 downloads 7 exports 17 dependencies

Last updated from:e2f6ace326. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	143
source / vignettes	OK	206
linux-release	OK	138
macos-release	OK	146
macos-oldrel	OK	173
windows-devel	OK	87
windows-release	OK	87
windows-oldrel	OK	77
wasm-release	OK	108

Exports:CSAMiningProcess display_motifsDataset display_motifsSTSeries NormSAX RankSTMotifs SearchSTMotifs STSADatasetAdjust

Dependencies:cli cpp11 farver ggplot2 glue gtable isoband labeling lifecycle R6 RColorBrewer rlang S7 scales vctrs viridisLite withr

STMotif R Package

Introduction | 1. CSAMiningProcess | 2. Visualization

Rendered fromSTMotif.Rmdusingknitr::rmarkdown

Last update: 2026-03-29
Started: 2020-11-12

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
CSA Datamining Process	CSAMiningProcess
Plot Heatmap with Highlighted Motifs	display_motifsDataset
Plot Spatial-Time Series with Highlighted Motifs	display_motifsSTSeries
Example Spatial-Time Series Dataset	example_dataset
Normalize and SAX Encode a Dataset	NormSAX
Rank Spatial-Time Motifs	RankSTMotifs
Search for Spatial-Time Motifs	SearchSTMotifs
Adjust a Dataset	STSADatasetAdjust