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634 lines
26 KiB
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ECSE-6610: Pattern Recognition
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<meta property="og:title" content="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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<h1 id="name">
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Pattern Recognition
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</h1>
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<h2 id="code">
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ECSE-6610
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</h2>
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<p>
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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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Prereqs:
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<span class="none-rect">
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none
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Past Term Data
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No Term Data
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Detailed View
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<table id="years-table">
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<tr>
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<th></th>
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<th class="spring season-label">Spring</th>
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<th class="summer season-label" colspan="2">Summer</th>
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<th class="fall season-label">Fall</th>
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</tr>
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<tr>
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<th colspan="2"></th>
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<th class="summer2 midsum-label">(Session 1)</th>
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<th class="summer3 midsum-label">(Session 2)</th>
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<th></th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<th class="year">2024</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall not-offered">
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</td>
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</tr>
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<tr>
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<th class="year">2023</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall not-offered">
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</td>
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</tr>
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<tr>
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<th class="year">2022</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202209&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Birsen Yazici</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 9/30
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2021</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202109&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Birsen Yazici</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 8/30
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2020</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202009&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Birsen Yazici</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 19/30
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2019</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201909&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Birsen Yazici</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 14/17
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2018</th>
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<td class="term spring offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201801&subj_in=ECSE&crse_in=6610&schd_in=">Course Syllabus Ecse – 6610 Pattern Recognition (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Chengjiang Long</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 18/36
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</span>
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</div>
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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||
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201809&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
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</span>
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<ul class="prof-list">
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||
<li>Birsen Yazici</li>
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</ul>
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<span class="course-capacity">
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||
Seats Taken: 12/42
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2017</th>
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<td class="term spring offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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||
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201701&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
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||
</span>
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<ul class="prof-list">
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||
<li>Arthur C Sanderson</li>
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||
</ul>
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||
<span class="course-capacity">
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||
Seats Taken: 22/36
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||
</span>
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||
</div>
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall not-offered">
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</td>
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||
</tr>
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<tr>
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||
<th class="year">2016</th>
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||
<td class="term spring offered">
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||
<div class="view-container detail-view-container">
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||
<span class="term-course-info">
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||
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201601&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
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||
</span>
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||
<ul class="prof-list">
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||
<li>Arthur C Sanderson</li>
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||
</ul>
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||
<span class="course-capacity">
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||
Seats Taken: 23/36
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||
</span>
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||
</div>
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall not-offered">
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</td>
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</tr>
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<tr>
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<th class="year">2015</th>
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<td class="term spring offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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||
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201501&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
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||
</span>
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||
<ul class="prof-list">
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||
<li>Arthur C Sanderson</li>
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||
</ul>
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||
<span class="course-capacity">
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||
Seats Taken: 9/36
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||
</span>
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||
</div>
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||
</td>
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||
<td colspan="2" class="term summer not-offered">
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||
</td>
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||
<td class="term fall not-offered">
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||
</td>
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||
</tr>
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||
<tr>
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<th class="year">2014</th>
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||
<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=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
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||
</span>
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||
<ul class="prof-list">
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||
<li>Arthur C Sanderson</li>
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||
</ul>
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||
<span class="course-capacity">
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||
Seats Taken: 14/40
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||
</span>
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||
</div>
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</td>
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||
<td colspan="2" class="term summer not-offered">
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||
</td>
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<td class="term fall not-offered">
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</td>
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</tr>
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<tr>
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<th class="year">2013</th>
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<td class="term spring offered">
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||
<div class="view-container detail-view-container">
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||
<span class="term-course-info">
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||
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201301&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
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||
</span>
|
||
<ul class="prof-list">
|
||
<li>Arthur C Sanderson</li>
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||
</ul>
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||
<span class="course-capacity">
|
||
Seats Taken: 18/32
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||
</span>
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||
</div>
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||
</td>
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||
<td colspan="2" class="term summer not-offered">
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||
</td>
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<td class="term fall not-offered">
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</td>
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||
</tr>
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||
<tr>
|
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<th class="year">2012</th>
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<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=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
|
||
</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">
|
||
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201101&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
|
||
</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>
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||
<td class="term fall not-offered">
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||
</td>
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||
</tr>
|
||
<tr>
|
||
<th class="year">2010</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=201001&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
|
||
</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>
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||
<td class="term fall not-offered">
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||
</td>
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||
</tr>
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||
<tr>
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<th class="year">2009</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall not-offered">
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</td>
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</tr>
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<tr>
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<th class="year">2008</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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||
<td class="term fall offered">
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||
<div class="view-container detail-view-container">
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||
<span class="term-course-info">
|
||
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200809&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
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||
</span>
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||
<ul class="prof-list">
|
||
<li>George Nagy</li>
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||
</ul>
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||
<span class="course-capacity">
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||
Seats Taken: 12/34
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||
</span>
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||
</div>
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||
</td>
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||
</tr>
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<tr>
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||
<th class="year">2007</th>
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<td class="term spring not-offered">
|
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</td>
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||
<td colspan="2" class="term summer not-offered">
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||
</td>
|
||
<td class="term fall 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=200709&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
|
||
</span>
|
||
<ul class="prof-list">
|
||
<li>George Nagy</li>
|
||
</ul>
|
||
<span class="course-capacity">
|
||
Seats Taken: 11/25
|
||
</span>
|
||
</div>
|
||
</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 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=200609&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
|
||
</span>
|
||
<ul class="prof-list">
|
||
<li>Arthur C Sanderson</li>
|
||
</ul>
|
||
<span class="course-capacity">
|
||
Seats Taken: 22/25
|
||
</span>
|
||
</div>
|
||
</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 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=200509&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
|
||
</span>
|
||
<ul class="prof-list">
|
||
<li>Arthur C Sanderson</li>
|
||
</ul>
|
||
<span class="course-capacity">
|
||
Seats Taken: 9/30
|
||
</span>
|
||
</div>
|
||
</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 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=200409&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
|
||
</span>
|
||
<ul class="prof-list">
|
||
<li>George Nagy</li>
|
||
</ul>
|
||
<span class="course-capacity">
|
||
Seats Taken: 15/30
|
||
</span>
|
||
</div>
|
||
</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 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=200309&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
|
||
</span>
|
||
<ul class="prof-list">
|
||
<li>George Nagy</li>
|
||
</ul>
|
||
<span class="course-capacity">
|
||
Seats Taken: 19/30
|
||
</span>
|
||
</div>
|
||
</td>
|
||
</tr>
|
||
<tr>
|
||
<th class="year">2002</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">
|
||
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200209&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
|
||
</span>
|
||
<ul class="prof-list">
|
||
<li>George Nagy</li>
|
||
</ul>
|
||
<span class="course-capacity">
|
||
Seats Taken: 17/35
|
||
</span>
|
||
</div>
|
||
</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 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=200109&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
|
||
</span>
|
||
<ul class="prof-list">
|
||
<li>George Nagy</li>
|
||
</ul>
|
||
<span class="course-capacity">
|
||
Seats Taken: 3/35
|
||
</span>
|
||
</div>
|
||
</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 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=200009&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
|
||
</span>
|
||
<ul class="prof-list">
|
||
<li>George Nagy</li>
|
||
</ul>
|
||
<span class="course-capacity">
|
||
Seats Taken: 8/35
|
||
</span>
|
||
</div>
|
||
</td>
|
||
</tr>
|
||
<tr>
|
||
<th class="year">1999</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">
|
||
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=199909&subj_in=ECSE&crse_in=6610&schd_in=">Pattern Recognition (3c)</a>
|
||
</span>
|
||
<ul class="prof-list">
|
||
<li>George Nagy</li>
|
||
</ul>
|
||
<span class="course-capacity">
|
||
Seats Taken: 4/40
|
||
</span>
|
||
</div>
|
||
</td>
|
||
</tr>
|
||
<tr>
|
||
<th class="year">1998</th>
|
||
<td class="term spring unscheduled">
|
||
</td>
|
||
<td colspan="2" class="term summer not-offered">
|
||
</td>
|
||
<td class="term fall not-offered">
|
||
</td>
|
||
</tr>
|
||
</tbody>
|
||
</table>
|
||
</div>
|
||
</div>
|
||
</body>
|
||
</html>
|