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<head>
<title>
CSCI-4250: Frontiers of Network Science
</title>
<meta property="og:title" content="CSCI-4250: Frontiers of Network Science">
<meta property="og:description" content="This course will offer an introduction to network science and a review of current research in this area. Classes will interchangeably present chapters from the textbook and related current research. The emphasis will be on the mathematical background of network science: graphs and networks; random networks and various types of scale-free networks; network properties such as assortativity, mobility, robustness, social networks, and communities; and dynamics of spreading in networks.">
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<div id="course-info-container">
<h1 id="name">
Frontiers of Network Science
</h1>
<h2 id="code">
CSCI-4250
</h2>
<p>
This course will offer an introduction to network science and a review of current research in this area. Classes will interchangeably present chapters from the textbook and related current research. The emphasis will be on the mathematical background of network science: graphs and networks; random networks and various types of scale-free networks; network properties such as assortativity, mobility, robustness, social networks, and communities; and dynamics of spreading in networks.
</p>
<div id="cattrs-container">
<span id="credits-pill" class="attr-pill">
4 credits
</span>
<span class="attr-pill">
Communication Intensive
</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">
<a class="course-pill" href="CSCI-2300">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-4020">CSCI-4020 Design and Analysis of Algorithms</a>
<a class="course-pill" href="CSCI-4050">CSCI-4050 Comput. & Complexity</a>
<a class="course-pill" href="CSCI-4260">CSCI-4260 Graph Theory</a>
<a class="course-pill" href="CSCI-4800">CSCI-4800 Numerical Computing</a>
<a class="course-pill" href="MATH-4100">MATH-4100 Linear Algebra</a>
<a class="course-pill" href="MATH-4150">MATH-4150 Graph Theory</a>
<a class="course-pill" href="MATH-4200">MATH-4200 Mathematical Analysis I</a>
<a class="course-pill" href="MATH-4210">MATH-4210 Mathematical Analysis II</a>
<a class="course-pill" href="MATH-4800">MATH-4800 Numerical Computing</a>
</div>
</div>
</div>
</div>
</div>
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<h1 id="past-title">
Past Term Data
</h2>
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Offered
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Not Offered
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Offered as Cross-Listing Only
</div>
<div id="nil-code" class="key-code">
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No Term Data
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</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>
<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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202309&subj_in=CSCI&crse_in=4250&schd_in=">Frontiers Of Network Science (4c)</a> [CI]
</span>
<ul class="prof-list">
<li>Boleslaw Szymanski</li>
</ul>
<span class="course-capacity">
Seats Taken: 18/40
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202209&subj_in=CSCI&crse_in=4250&schd_in=">Frontiers Of Network Science (4c)</a> [CI]
</span>
<ul class="prof-list">
<li>Boleslaw Szymanski</li>
</ul>
<span class="course-capacity">
Seats Taken: 19/40
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202109&subj_in=CSCI&crse_in=4250&schd_in=">Frontiers Of Network Science (4c)</a> [CI]
</span>
<ul class="prof-list">
<li>Boleslaw Szymanski</li>
</ul>
<span class="course-capacity">
Seats Taken: 11/30
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202009&subj_in=CSCI&crse_in=4250&schd_in=">Frontiers Of Network Science (4c)</a> [CI]
</span>
<ul class="prof-list">
<li>Boleslaw Szymanski</li>
</ul>
<span class="course-capacity">
Seats Taken: 13/30
</span>
</div>
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201909&subj_in=CSCI&crse_in=4250&schd_in=">Frontiers Of Network Science (4c)</a>
</span>
<ul class="prof-list">
<li>Boleslaw Szymanski</li>
</ul>
<span class="course-capacity">
Seats Taken: 8/30
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201809&subj_in=CSCI&crse_in=4250&schd_in=">Frontiers Of Network Science (4c)</a>
</span>
<ul class="prof-list">
<li>Boleslaw Szymanski</li>
</ul>
<span class="course-capacity">
Seats Taken: 5/30
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201709&subj_in=CSCI&crse_in=4250&schd_in=">Frontiers Of Network Science (4c)</a>
</span>
<ul class="prof-list">
<li>Boleslaw Szymanski</li>
</ul>
<span class="course-capacity">
Seats Taken: 7/30
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201609&subj_in=CSCI&crse_in=4250&schd_in=">Frontiers Of Network Science (4c)</a>
</span>
<ul class="prof-list">
<li>Boleslaw Szymanski</li>
</ul>
<span class="course-capacity">
Seats Taken: 2/30
</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 not-offered">
</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 not-offered">
</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 not-offered">
</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 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 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=CSCI&crse_in=4250&schd_in=">Computer Architectures (4c)</a>
</span>
<ul class="prof-list">
<li>Franklin Luk</li>
</ul>
<span class="course-capacity">
Seats Taken: 19/32
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2005</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=200501&subj_in=CSCI&crse_in=4250&schd_in=">Computer Architectures (4c)</a>
</span>
<ul class="prof-list">
<li>Franklin Luk</li>
</ul>
<span class="course-capacity">
Seats Taken: 21/50
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200509&subj_in=CSCI&crse_in=4250&schd_in=">Computer Architectures (4c)</a>
</span>
<ul class="prof-list">
<li>Franklin Luk</li>
</ul>
<span class="course-capacity">
Seats Taken: 25/56
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2004</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=200401&subj_in=CSCI&crse_in=4250&schd_in=">Computer Architectures (4c)</a>
</span>
<ul class="prof-list">
<li>Christopher D. Carothers</li>
</ul>
<span class="course-capacity">
Seats Taken: 30/50
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200409&subj_in=CSCI&crse_in=4250&schd_in=">Computer Architectures (4c)</a>
</span>
<ul class="prof-list">
<li>Christopher D. Carothers</li>
</ul>
<span class="course-capacity">
Seats Taken: 29/60
</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 not-offered">
</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=CSCI&crse_in=4250&schd_in=">Comp'r Architectures (4c)</a>
</span>
<ul class="prof-list">
<li>Franklin Luk</li>
</ul>
<span class="course-capacity">
Seats Taken: 28/70
</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=CSCI&crse_in=4250&schd_in=">Comp'r Architectures (4c)</a>
</span>
<ul class="prof-list">
<li>James Pearley Kilbride</li>
</ul>
<span class="course-capacity">
Seats Taken: 43/120
</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=CSCI&crse_in=4250&schd_in=">Comp'r Architectures (4c)</a>
</span>
<ul class="prof-list">
<li>James Pearley Kilbride</li>
</ul>
<span class="course-capacity">
Seats Taken: 50/60
</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=CSCI&crse_in=4250&schd_in=">Comp'r Architectures (4c)</a>
</span>
<ul class="prof-list">
<li>Franklin Luk</li>
</ul>
<span class="course-capacity">
Seats Taken: 48/60
</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 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=199809&subj_in=CSCI&crse_in=4250&schd_in=">Comp'r Architectures (4c)</a>
</span>
<ul class="prof-list">
<li>Franklin Luk</li>
</ul>
<span class="course-capacity">
Seats Taken: 30/65
</span>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
</body>
</html>
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