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<!DOCTYPE html>
<html>
<head>
<title> Home | SAX-VSM </title>
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<a class="navbar-brand" href="/sax-vsm_site/index.html"> SAX-VSM </a>
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<li><a href="/sax-vsm_site/modules/">Modules</a></li>
<li><a href="/sax-vsm_site/readings/">Readings</a></li>
<li><a href="/sax-vsm_site/experiences/">Experiences</a></li>
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<h2><strong>Welcome to SAX-VSM homepage!</strong></h2>
<h4>A Java library that implements SAX-VSM algorithm for interpretable time series classification.</h4>
<h5><em>(The website's content is inherited from <a href="https://code.google.com/p/jmotif/">JMotif project</a>.
Here are quick links to the <a href="https://github.com/jMotif/sax-vsm_classic">source code</a> and
<a href="http://csdl.ics.hawaii.edu/techreports/2011/11-09/11-09.pdf">the paper</a>)</em>.</h5>
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<h3><strong>Here, we discuss algorithms:</strong></h3>
<h4>Time series discretization steps:</h4>
<ul>
<li><a href="morea/algorithm/znorm.html">Z normalization of timeseries</a></li>
<li><a href="morea/algorithm/PAA.html">PAA: Piecewise Aggregate Approximation of time series</a></li>
<li><a href="morea/algorithm/SAX.html">SAX: Symbolic Aggregate Approximation of time series</a></li>
<li><a href="morea/algorithm/SlidingWindowSAX.html">Time series discretization via sliding window</a></li>
<li><a href="morea/algorithm/NumerosityReduction.html">SAX discretization numerosity reduction</a></li>
</ul>
<h4>Vector space model (VSM):</h4>
<ul>
<li><a href="morea/algorithm/TFIDF.html">TF*IDF statistics</a></li>
<li><a href="morea/algorithm/Cosine.html">Cosine similarity</a></li>
</ul>
<h4><a href="morea/algorithm/SAX-VSM.html">SAX-VSM algorithm</a></h4>
<h3><strong>... and show in action:</strong></h3>
<h4>SAX-VSM application for:</h4>
<ul>
<li>Time series characteristic pattern discovery</li>
<li>Time series classification</li>
<li>Hierarchical clustering</li>
<li>Spherical K-Means</li>
</ul>
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<a href="https://github.com/jMotif/sax-vsm_classic">SAX-VSM on GitHub</a>
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<p>Contact: <a href="http://www2.hawaii.edu/~senin">Pavel Senin,</a> <a href="mailto:#">[email protected]</a><br /></p>
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<p style="margin: 0">Powered by the <a href="http://morea-framework.github.io/">Morea Framework</a> (Theme: spacelab)<br>
Last update on: <span>2016-10-27 11:04:59 -0600</span></p>
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4 modules
| 11 readings
| 0 experiences
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