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<!DOCTYPE html>
<html prefix="og: http://ogp.me/ns# article: http://ogp.me/ns/article#
" lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>S3000 | Data mining</title>
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<meta name="theme-color" content="#5670d4">
<meta name="generator" content="Nikola (getnikola.com)">
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<link rel="canonical" href="https://www.data-mining.co.nz/s3000/">
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<meta name="author" content="Applied Machine Learning Group, University of Waikato">
<meta property="og:site_name" content="Data mining">
<meta property="og:title" content="S3000">
<meta property="og:url" content="https://www.data-mining.co.nz/s3000/">
<meta property="og:description" content="Our commercial S3000 software is aimed at environmental laboratories that analyze soil and plant samples using
spectroscopy (NIR, MIR,
LIBS or
XRF).
Instead of using calibrations that the manufacturer">
<meta property="og:type" content="article">
<meta property="article:published_time" content="2024-11-26T15:00:00+13:00">
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<body>
<a href="#content" class="sr-only sr-only-focusable">Skip to main content</a>
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<article class="post-text storypage" itemscope="itemscope" itemtype="http://schema.org/Article"><header></header><div class="e-content entry-content" itemprop="articleBody text">
<p>Our commercial S3000 software is aimed at environmental laboratories that analyze soil and plant samples using
spectroscopy (<a class="reference external" href="https://en.wikipedia.org/wiki/Near-infrared_spectroscopy">NIR</a>, MIR,
<a class="reference external" href="https://en.wikipedia.org/wiki/Laser-induced_breakdown_spectroscopy">LIBS</a> or
<a class="reference external" href="https://en.wikipedia.org/wiki/X-ray_fluorescence">XRF</a>).</p>
<p>Instead of using calibrations that the manufacturers sell with their instruments, our system offers a bigger
range of pre-processing techniques and sophisticated algorithms (due to our background in machine learning).</p>
<p>The software is based on our <a class="reference external" href="https://adams.cms.waikato.ac.nz/">ADAMS</a> workflow software and offers the following
benefits:</p>
<!-- Notes on bootstrap:
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<div class="col mb-4">
<div class="card h-100 shadow">
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<div><h4 class="display-5">Use Cases</h4></div>
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</p>
<ul>
<li>Calibrations built from in-house data
</li>
<li>Integration into business processes, e.g., in-house LIMS
</li>
<li>Data fusion support, e.g., NIR+XRF
</li>
<li>Instrument conversions, between models or manufacturers</li>
</ul>
<p class="text-center"><a href="../galleries/use-cases" class="btn btn-primary">Diagrams</a></p>
</div>
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<div><h4 class="display-5">Operation</h4></div>
<img src="../images/2362211_aim_goal_mission_object_objective_icon.png" height="24">
</div>
<div class="card-body d-flex flex-column">
<p class="card-text">
</p>
<ul>
<li>Unlimited number of calibrations
</li>
<li>Unlimited number of import tasks
</li>
<li>Automated/scheduled training
</li>
<li>Provenance for tracing samples through the system
</li>
<li>Flag unreliable predictions
</li>
<li>Generate PDF report from settings and performance of calibrations
</li>
<li>Export of parameter settings for accreditation purposes
</li>
</ul>
</div>
</div>
</div>
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<div><h4 class="display-5">Support</h4></div>
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</div>
<div class="card-body d-flex flex-column">
<p class="card-text">
</p>
<ul>
<li>Expert assistance for set up
</li>
<li>Tailored contract for ongoing support
</li>
<li>Training of staff
</li>
<li>Documentation of customizations
</li>
<li>Calibration optimizations
</li>
<li>Stability and reliability of provider
</li>
</ul>
<p class="text-center"><a href="../contact" class="btn btn-primary">Contact us</a></p>
</div>
</div>
</div>
<div class="col mb-4">
<div class="card h-100 shadow">
<div class="card-header d-flex justify-content-between align-items-center">
<div><h4 class="display-5">Platform</h4></div>
<img src="../images/3018534_ambience_context_fix_framework_options_icon.png" height="24">
</div>
<div class="card-body">
<p class="card-text">
</p>
<ul>
<li>Open-source, cross-platform code base written in Java
</li>
<li>Extensible plugin-architecture for client-specific customizations
</li>
<li>Ability to add custom tasks via external ADAMS workflows
</li>
<li>Scripting support via <a href="https://groovy-lang.org/">Groovy</a>
</li>
<li>Java frontend: configuration of calibrations and tasks
</li>
<li>Web frontend: administrative and monitoring tasks
</li>
<li>24/7 operation of prediction backend
</li>
</ul>
</div>
</div>
</div>
<div class="col mb-4">
<div class="card h-100 shadow">
<div class="card-header d-flex justify-content-between align-items-center">
<div><h4 class="display-5">Data</h4></div>
<img src="../images/10131953_data_line_icon.png" height="24">
</div>
<div class="card-body d-flex flex-column">
<p class="card-text">
</p>
<ul>
<li>Incorporate wet chemistry co-variables to improve calibrations
</li>
<li>Supports common spectral file formats like CAL, JCamp-DX, NIR, Opus, SPA, SPC, spreadsheet-based, Unscrambler
</li>
<li>Supports data retrieval from databases like MS SQL Server, MySQL, PostgreSQL via <a href="." https:>JDBC</a>
</li>
</ul>
</div>
</div>
</div>
<div class="col mb-4">
<div class="card h-100 shadow">
<div class="card-header d-flex justify-content-between align-items-center">
<div><h4 class="display-5">Screenshots</h4></div>
<img src="../images/9111027_screenshot_icon.png" height="24">
</div>
<div class="card-body">
<p class="card-text">
</p>
<p>Example configuration:</p>
<p><a href="../galleries/java-frontend" class="btn btn-primary">Java frontend</a></p>
<p><a href="../galleries/web-frontend" class="btn btn-primary">Web frontend</a></p>
</div>
</div>
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<p>The Applied Machine Learning Group offers consulting and products in the commercial machine learning space. Operating out of the <a href="https://waikato.ac.nz/">University of Waikato</a></p>
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<a href="https://profiles.waikato.ac.nz/peter.reutemann">Peter Reutemann</a><br>[email protected]<p></p>
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<a href="https://profiles.waikato.ac.nz/dale.fletcher">Dale Fletcher</a><br>[email protected]
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