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ECSE-6610: Pattern Recognition
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<meta property="og:description" content="Structure of pattern classification problems. Mathematics of statistical decision theory: random vectors, multivariate probability functions, discriminants, parametric and nonparametric techniques, Bayesian and maximum likelihood estimation, feature selection, dimensionality reduction, whitening transformations. Adaptive methods and clustering. Five programming assignments and a term paper.">
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Pattern Recognition
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<h2 id="code">
ECSE-6610
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<p>
Structure of pattern classification problems. Mathematics of statistical decision theory: random vectors, multivariate probability functions, discriminants, parametric and nonparametric techniques, Bayesian and maximum likelihood estimation, feature selection, dimensionality reduction, whitening transformations. Adaptive methods and clustering. Five programming assignments and a term paper.
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3 credits
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<th class="spring season-label">Spring</th>
<th class="summer season-label" colspan="2">Summer</th>
<th class="fall season-label">Fall</th>
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<th class="summer2 midsum-label">(Session 1)</th>
<th class="summer3 midsum-label">(Session 2)</th>
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<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">
Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>Birsen Yazici</li>
</ul>
<span class="course-capacity">
Seats Taken: 0/30
</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">
Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>Birsen Yazici</li>
</ul>
<span class="course-capacity">
Seats Taken: 9/30
</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">
Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>Birsen Yazici</li>
</ul>
<span class="course-capacity">
Seats Taken: 8/30
</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">
Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>Birsen Yazici</li>
</ul>
<span class="course-capacity">
Seats Taken: 19/30
</span>
</div>
</td>
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<tr>
<th class="year">2019</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
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<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>Birsen Yazici</li>
</ul>
<span class="course-capacity">
Seats Taken: 14/17
</span>
</div>
</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">
Course Syllabus Ecse 6610 Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>Chengjiang Long</li>
</ul>
<span class="course-capacity">
Seats Taken: 18/36
</span>
</div>
</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">
Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>Birsen Yazici</li>
</ul>
<span class="course-capacity">
Seats Taken: 12/42
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2017</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>Arthur C Sanderson</li>
</ul>
<span class="course-capacity">
Seats Taken: 22/36
</span>
</div>
</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 offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>Arthur C Sanderson</li>
</ul>
<span class="course-capacity">
Seats Taken: 23/36
</span>
</div>
</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">
Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>Arthur C Sanderson</li>
</ul>
<span class="course-capacity">
Seats Taken: 9/36
</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">
Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>Arthur C Sanderson</li>
</ul>
<span class="course-capacity">
Seats Taken: 14/40
</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">
Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>Arthur C Sanderson</li>
</ul>
<span class="course-capacity">
Seats Taken: 18/32
</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">
Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>Arthur C Sanderson</li>
</ul>
<span class="course-capacity">
Seats Taken: 13/32
</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 offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>Qiang Ji</li>
</ul>
<span class="course-capacity">
Seats Taken: 20/32
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2010</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>Arthur C Sanderson</li>
</ul>
<span class="course-capacity">
Seats Taken: 18/32
</span>
</div>
</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 offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>George Nagy</li>
</ul>
<span class="course-capacity">
Seats Taken: 12/34
</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">
Pattern Recognition (3c)
</span>
<ul class="prof-list">
<li>George Nagy</li>
</ul>
<span class="course-capacity">
Seats Taken: 11/25
</span>
</div>
</td>
</tr>
</tbody>
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