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Sat Mar 2 06:45:21 UTC 2024
2024-03-02 06:45:21 +00:00
<!DOCTYPE html>
<html>
<head>
<title>
ISYE-6180: Knowledge Discovery With Data Mining
</title>
<meta property="og:title" content="ISYE-6180: Knowledge Discovery With Data Mining">
<meta property="og:description" content="Data mining is the computationally intelligent extraction of information from large databases. It is the process of automated presentation of patterns, rules, and functions from large data bases to make crucial business decisions. This course takes a multi-disciplinary approach to data mining and knowledge discovery involving statistics, rule and tree induction, neural networks, genetic algorithms, visualization and fuzzy logic. The course is project driven and puts a special emphasis on the use of computational intelligence for scientific data mining related to drug design and bioinformatics.">
<link rel="stylesheet" href="../css/common.css">
<link rel="stylesheet" href="../css/coursedisplay.css">
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<link rel="shortcut icon" href="../favicon/quatalogIcon.png">
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<body class="search_plugin_added">
<div id="qlog-header">
<a id="qlog-wordmark" href="../"><svg><use href="../images/quatalogHWordmark.svg#QuatalogHWordmark"></use></svg></a>
<form onsubmit="search_helper(event)">
<input type="text" id="search" class="header-search" placeholder="Search...">
</form>
</div>
<div id="cd-flex">
<div id="course-info-container">
<h1 id="name">
Knowledge Discovery With Data Mining
</h1>
<h2 id="code">
ISYE-6180
</h2>
<p>
Data mining is the computationally intelligent extraction of information from large databases. It is the process of automated presentation of patterns, rules, and functions from large data bases to make crucial business decisions. This course takes a multi-disciplinary approach to data mining and knowledge discovery involving statistics, rule and tree induction, neural networks, genetic algorithms, visualization and fuzzy logic. The course is project driven and puts a special emphasis on the use of computational intelligence for scientific data mining related to drug design and bioinformatics.
</p>
<div id="cattrs-container">
<span id="credits-pill" class="attr-pill">
3 credits
</span>
</div>
<div id="prereq-container" class="rel-info-container">
<div id="prereq-title" class="rel-info-title">
Prereqs:
</div>
<div id="prereq-classes" class="rel-info-courses">
<span class="none-rect">
none
</span>
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</div>
</div>
<div id="past-container">
<h1 id="past-title">
Past Term Data
</h2>
<input type="radio" id="simple-view-input" name="view-select" value="simple" checked="checked">
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<div id="key-panel">
<div id="yes-code" class="key-code">
<span class="code-icon" id="yes-code-icon">
<svg><use href="../icons.svg#circle-check"></use></svg>
</span>
Offered
</div>
<div id="no-code" class="key-code">
<span class="code-icon" id="no-code-icon">
<svg><use href="../icons.svg#circle-no"></use></svg>
</span>
Not Offered
</div>
<div id="diff-code" class="key-code">
<span class="code-icon" id="diff-code-icon">
<svg><use href="../icons.svg#circle-question"></use></svg>
</span>
Offered as Cross-Listing Only
</div>
<div id="nil-code" class="key-code">
<span class="code-icon" id="nil-code-icon">
<svg><use href="../icons.svg#circle-empty"></use></svg>
</span>
No Term Data
</div>
</div>
<div id="control-panel">
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<span class="view-icon" id="simple-view-icon">
<span class="view-icon-selected"><svg><use href="../icons.svg#circle-dot"></use></svg></span>
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Simple View
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<label for="detail-view-input" id="detail-view-label" class="view-option-label">
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<span class="view-icon-unselected"><svg><use href="../icons.svg#circle-empty"></use></svg></span>
</span>
Detailed View
</label>
</div>
</div>
<table id="years-table">
<thead>
<tr>
<th></th>
<th class="spring season-label">Spring</th>
<th class="summer season-label" colspan="2">Summer</th>
<th class="fall season-label">Fall</th>
</tr>
<tr>
<th colspan="2"></th>
<th class="summer2 midsum-label">(Session 1)</th>
<th class="summer3 midsum-label">(Session 2)</th>
<th></th>
</tr>
</thead>
<tbody>
Fri Sep 13 01:49:00 UTC 2024
2024-09-13 01:49:00 +00:00
<tr>
<th class="year">2025</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer unscheduled">
</td>
<td class="term fall unscheduled">
</td>
</tr>
Sat Mar 2 06:45:21 UTC 2024
2024-03-02 06:45:21 +00:00
<tr>
<th class="year">2024</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2023</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2022</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2021</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2020</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202001&subj_in=ISYE&crse_in=6180&schd_in=">Knowledge Discovery With Data Mining (3c)</a>
</span>
<ul class="prof-list">
<li>Mark J Embrechts</li>
</ul>
<span class="course-capacity">
Seats Taken: 5/20
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2019</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201901&subj_in=ISYE&crse_in=6180&schd_in=">Knowledge Discovery With Data Mining (3c)</a>
</span>
<ul class="prof-list">
<li>Mark J Embrechts</li>
</ul>
<span class="course-capacity">
Seats Taken: 17/20
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2018</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201801&subj_in=ISYE&crse_in=6180&schd_in=">Knowledge Discovery With Data Mining (3c)</a>
</span>
<ul class="prof-list">
<li>Mark J Embrechts</li>
</ul>
<span class="course-capacity">
Seats Taken: 0/20
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2017</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2016</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2015</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201501&subj_in=ISYE&crse_in=6180&schd_in=">Knowledge Discovery With Data Mining (3c)</a>
</span>
<ul class="prof-list">
<li>Mark J Embrechts</li>
</ul>
<span class="course-capacity">
Seats Taken: 4/30
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2014</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201401&subj_in=ISYE&crse_in=6180&schd_in=">Knowledge Discovery With Data Mining (3c)</a>
</span>
<ul class="prof-list">
<li>Mark J Embrechts</li>
</ul>
<span class="course-capacity">
Seats Taken: 19/30
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2013</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201301&subj_in=ISYE&crse_in=6180&schd_in=">Knowldge Discovry W/datamining (3c)</a>
</span>
<ul class="prof-list">
<li>Mark J Embrechts</li>
</ul>
<span class="course-capacity">
Seats Taken: 5/20
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2012</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201201&subj_in=ISYE&crse_in=6180&schd_in=">Knowldge Discovry W/datamining (3c)</a>
</span>
<ul class="prof-list">
<li>Mark J Embrechts</li>
</ul>
<span class="course-capacity">
Seats Taken: 16/30
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2011</th>
<td class="term spring not-offered">
</td>
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</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2010</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2009</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2008</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2007</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2006</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2005</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2004</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2003</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2002</th>
<td class="term spring not-offered">
</td>
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</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2001</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2000</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">1999</th>
<td class="term spring not-offered">
</td>
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</td>
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</td>
</tr>
<tr>
<th class="year">1998</th>
<td class="term spring unscheduled">
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<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
</tbody>
</table>
</div>
</div>
</body>
</html>
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