René's URL Explorer Experiment


Title: GitHub - jMotif/jmotif-R: SAX, HOT-SAX, VSM, SAX-VSM, RePair and RRA in R (Rcpp)

Open Graph Title: GitHub - jMotif/jmotif-R: SAX, HOT-SAX, VSM, SAX-VSM, RePair and RRA in R (Rcpp)

X Title: GitHub - jMotif/jmotif-R: SAX, HOT-SAX, VSM, SAX-VSM, RePair and RRA in R (Rcpp)

Description: SAX, HOT-SAX, VSM, SAX-VSM, RePair and RRA in R (Rcpp) - jMotif/jmotif-R

Open Graph Description: SAX, HOT-SAX, VSM, SAX-VSM, RePair and RRA in R (Rcpp) - jMotif/jmotif-R

X Description: SAX, HOT-SAX, VSM, SAX-VSM, RePair and RRA in R (Rcpp) - jMotif/jmotif-R

Opengraph URL: https://github.com/jMotif/jmotif-R

X: @github

direct link

Domain: github.com

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jmotif.github.io/sax-vsm_site/http://jmotif.github.io/sax-vsm_site/
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jmotif.Rprojhttps://github.com/jMotif/jmotif-R/blob/master/jmotif.Rproj
READMEhttps://github.com/jMotif/jmotif-R
https://github.com/jMotif/jmotif-R#r-package-jmotif-provides-an-implementation-of
z-Normalizationhttps://jmotif.github.io/sax-vsm_site/morea/algorithm/znorm.html
PAAhttps://github.com/jMotif/jmotif-R#20-piecewise-aggregate-approximation-ie-paa
SAXhttps://github.com/jMotif/jmotif-R#30-sax-transform
HOT-SAXhttps://github.com/jMotif/jmotif-R#70-hot-sax-algorithm-for-time-series-discord-discovery
VSMhttps://github.com/jMotif/jmotif-R#52-tfidf-weighting
SAX-VSMhttps://github.com/jMotif/jmotif-R#70-hot-sax-algorithm-for-time-series-discord-discovery
RePairhttps://github.com/jMotif/jmotif-R#70-grammatical-inference-with-repair
Rule Density Curvehttps://github.com/jMotif/jmotif-R#80-rule-density-curve
Kolmogorov Complexityhttps://en.wikipedia.org/wiki/Kolmogorov_complexity
RRAhttps://github.com/jMotif/jmotif-R#90-rare-rule-anomaly-algorithm
Kolmogorov Complexityhttps://en.wikipedia.org/wiki/Kolmogorov_complexity
https://app.travis-ci.com/jMotif/jmotif-R
https://app.codecov.io/github/jMotif/jmotif-R?branch=master
https://cran.r-project.org/package=jmotif
https://www.gnu.org/licenses/old-licenses/gpl-2.0.html
https://www.r-pkg.org/pkg/jmotif
https://www.r-pkg.org/pkg/jmotif
Javahttps://github.com/jMotif/SAX
Pythonhttps://github.com/seninp/saxpy
https://github.com/jMotif/jmotif-R#most-of-this-functionality-is-also-implemented-in-java-and-some-in-python-as-well
https://github.com/jMotif/jmotif-R#citing-this-work
Grammarviz 3.0https://dl.acm.org/citation.cfm?id=3051126
GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series Patternshttps://github.com/csdl/techreports/blob/master/techreports/2017/17-04/17-04.pdf
[Click here for Citation BibTeX]https://raw.githubusercontent.com/jMotif/SAX/master/citation.bib
https://github.com/jMotif/jmotif-R#notes
https://github.com/jMotif/jmotif-R#references
On similarity queries for time-series data: Constraint specification and implementationhttps://dl.acm.org/citation.cfm?id=726176
Dimensionality reduction for fast similarity search in large time series databaseshttps://scholar.google.fr/scholar?cluster=12943037197327240079&hl=en&as_sdt=0,5&as_vis=1
Finding motifs in time serieshttps://scholar.google.com/scholar?cluster=9053042128452360340&hl=en&as_sdt=0,5
A vector space model for automatic indexinghttps://dl.acm.org/citation.cfm?id=361220
SAX-VSM: Interpretable Time Series Classification Using SAX and Vector Space Model.https://scholar.google.fr/citations?view_op=view_citation&citation_for_view=pVTcEd8AAAAJ:5nxA0vEk-isC
HOT SAX: Efficiently finding the most unusual time series subsequencehttps://www.cs.ucr.edu/~eamonn/HOT%20SAX%20%20long-ver.pdf
Offline dictionary-based compression.https://ieeexplore.ieee.org/document/755679
Time series anomaly discovery with grammar-based compression.https://openproceedings.org/2015/conf/edbt/paper-155.pdf
https://github.com/jMotif/jmotif-R#00-installation-from-latest-sources
https://github.com/jMotif/jmotif-R#10-time-series-z-normalization
https://raw.githubusercontent.com/jMotif/jmotif-R/master/inst/site/fig_znorm.png
https://github.com/jMotif/jmotif-R#20-piecewise-aggregate-approximation-ie-paa
https://raw.githubusercontent.com/jMotif/jmotif-R/master/inst/site/fig_paa83.png
https://github.com/jMotif/jmotif-R#30-sax-transform
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https://github.com/jMotif/jmotif-R#40-time-series-sax-transform-via-sliding-window
https://github.com/jMotif/jmotif-R#50-sax-vsm-classifier
standard UCR time series datasetshttps://www.cs.ucr.edu/~eamonn/time_series_data/
https://github.com/jMotif/jmotif-R#51-pre-processing-and-bags-of-words-construction
https://github.com/jMotif/jmotif-R#52-tfidf-weighting
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https://github.com/jMotif/jmotif-R#53-sax-vsm-classification
https://github.com/jMotif/jmotif-R#60-sax-vsm-discretization-parameters-optimization
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https://github.com/jMotif/jmotif-R#70-hot-sax-algorithm-for-time-series-discord-discovery
PHYSIONET FTPhttps://physionet.org/physiobank/database/qtdb/
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https://raw.githubusercontent.com/jMotif/jmotif-R/master/inst/site/ecg0606_discord.png
https://github.com/jMotif/jmotif-R#70-grammatical-inference-with-repair
https://github.com/jMotif/jmotif-R#80-rule-density-curve
8https://csdl.ics.hawaii.edu/techreports/2014/14-05/14-05.pdf
https://raw.githubusercontent.com/jMotif/jmotif-R/master/inst/site/ecg_0606_repair_density.png
https://github.com/jMotif/jmotif-R#90-rare-rule-anomaly-algorithm
jmotif.github.io/sax-vsm_site/http://jmotif.github.io/sax-vsm_site/
r https://github.com/topics/r
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discord https://github.com/topics/discord
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anomalydiscovery https://github.com/topics/anomalydiscovery
sax-vsm https://github.com/topics/sax-vsm
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Please reload this pagehttps://github.com/jMotif/jmotif-R
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Releases 4https://github.com/jMotif/jmotif-R/releases
Fixed deprecation and comparison warnings Latest Feb 8, 2020 https://github.com/jMotif/jmotif-R/releases/tag/1.1.0
+ 3 releaseshttps://github.com/jMotif/jmotif-R/releases
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