quatalog-site/courses/CSCI-4390.html
2023-02-10 04:02:50 +00:00

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CSCI-4390 - Data Mining
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<meta property="og:description" content="This course will provide an introductory survey of the main topics in data mining and knowledge discovery in databases (KDD), including: classification, clustering, association rules, sequence mining, similarity search, deviation detection, and so on. Emphasis will be on the algorithmic and system issues in KDD, as well as on applications such as Web mining, multimedia mining, bioinformatics, geographical information systems, etc.">
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<h1 id="name">
Data Mining
</h1>
<h2 id="code">
CSCI-4390
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<p>
This course will provide an introductory survey of the main topics in data mining and knowledge discovery in databases (KDD), including: classification, clustering, association rules, sequence mining, similarity search, deviation detection, and so on. Emphasis will be on the algorithmic and system issues in KDD, as well as on applications such as Web mining, multimedia mining, bioinformatics, geographical information systems, etc.
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4 credits
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Prereqs:
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<div id="prereq-classes" class="rel-info-courses">
<a class="course-pill" href="CSCI-2300.html">CSCI-2300 Introduction to Algorithms</a>
<div class="pr-and">and</div>
<div class="pr-or-con">
<div class="pr-or-title">
one of:
</div>
<div class="pr-or">
<a class="course-pill" href="CSCI-2200.html">CSCI-2200 Foundations of Computer Science</a>
<a class="course-pill" href="MATH-2800.html">MATH-2800 Intro To Discrete Structures</a>
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<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>
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</thead>
<tbody>
<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 offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Data Mining (4c)
</span>
<ul class="prof-list">
<li>Mohammed J. Zaki</li>
</ul>
<span class="course-capacity">
Seats Taken: 0/90
</span>
</div>
</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 offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Data Mining (4c)
</span>
<ul class="prof-list">
<li>Mohammed J. Zaki</li>
</ul>
<span class="course-capacity">
Seats Taken: 65/90
</span>
</div>
</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 offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Data Mining (4c)
</span>
<ul class="prof-list">
<li>Mohammed J. Zaki</li>
</ul>
<span class="course-capacity">
Seats Taken: 63/90
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2020</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Data Mining (4c)
</span>
<ul class="prof-list">
<li>Mohammed J. Zaki</li>
</ul>
<span class="course-capacity">
Seats Taken: 38/60
</span>
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</td>
</tr>
<tr>
<th class="year">2019</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Data Mining (4c)
</span>
<ul class="prof-list">
<li>Mohammed J. Zaki</li>
</ul>
<span class="course-capacity">
Seats Taken: 43/70
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2018</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Data Mining (4c)
</span>
<ul class="prof-list">
<li>Mohammed J. Zaki</li>
</ul>
<span class="course-capacity">
Seats Taken: 37/70
</span>
</div>
</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 offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Data Mining (4c)
</span>
<ul class="prof-list">
<li>Mohammed J. Zaki</li>
</ul>
<span class="course-capacity">
Seats Taken: 44/70
</span>
</div>
</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 offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Database Mining (4c)
</span>
<ul class="prof-list">
<li>Mohammed J. Zaki</li>
</ul>
<span class="course-capacity">
Seats Taken: 28/70
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2015</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Database Mining (4c)
</span>
<ul class="prof-list">
<li>Mohammed J. Zaki</li>
</ul>
<span class="course-capacity">
Seats Taken: 27/70
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2014</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Database Mining (4c)
</span>
<ul class="prof-list">
<li>Wei Liu</li>
</ul>
<span class="course-capacity">
Seats Taken: 13/65
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2013</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">2012</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Database Mining (4c)
</span>
<ul class="prof-list">
<li>Mohammed J. Zaki</li>
</ul>
<span class="course-capacity">
Seats Taken: 27/40
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2011</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Database Mining (4c)
</span>
<ul class="prof-list">
<li>Mohammed J. Zaki</li>
</ul>
<span class="course-capacity">
Seats Taken: 12/40
</span>
</div>
</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 offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Database Mining (4c)
</span>
<ul class="prof-list">
<li>Mohammed J. Zaki</li>
</ul>
<span class="course-capacity">
Seats Taken: 18/40
</span>
</div>
</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 offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Database Mining (4c)
</span>
<ul class="prof-list">
<li>Mohammed J. Zaki</li>
</ul>
<span class="course-capacity">
Seats Taken: 20/40
</span>
</div>
</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 offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Database Mining (4c)
</span>
<ul class="prof-list">
<li>Mohammed J. Zaki</li>
</ul>
<span class="course-capacity">
Seats Taken: 9/40
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2007</th>
<td class="term spring unscheduled">
</td>
<td colspan="2" class="term summer unscheduled">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Database Mining (4c)
</span>
<ul class="prof-list">
<li>Mohammed J. Zaki</li>
</ul>
<span class="course-capacity">
Seats Taken: 8/30
</span>
</div>
</td>
</tr>
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