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Analyzed about 22 hours ago. based on code collected 1 day ago.

Project Summary

JMotif implements in Java number of methods for timeseries data handling and analysis:
* Z normalization of timeseries
* Piecewise Aggregate Approximation (PAA) of timeseries
* Symbolic Aggregate Approximation (SAX) of timeseries
* iSAX (indexed SAX)

in order to help one leverage the symbolic representation of timeseries, it implements:
* TFIDF statistics
* Cosine similarity
* Sequitur algorithm

as well as their application for:
* Motif (recurring patterns) detection with SAX
* Discord (unique patterns) detection with SAX
* Timeseries classification
* Timeseries clustering

Tags

anomaly_detection behavior_analysis clustering datamining distance java kdd metrics paa patterns sax search statistics temporal tfidf timeseries visualization

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In a Nutshell, jMotif...

GNU General Public License v2.0 or later
Permitted

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These details are provided for information only. No information here is legal advice and should not be used as such.

Project Security

Vulnerabilities per Version ( last 10 releases )

There are no reported vulnerabilities

Project Vulnerability Report

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Vulnerability Exposure Index

Many reported vulnerabilities
Few reported vulnerabilities

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About Project Security

Languages

Java
82%
XML
10%
R
5%
2 Other
3%

30 Day Summary

Mar 24 2024 — Apr 23 2024

12 Month Summary

Apr 23 2023 — Apr 23 2024

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