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<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>Ingo Scholtes | Research</title>
<meta name="description" content="Homepage of Univ.-Prof. Dr. Ingo Scholtes, Head of the Chair of Machine Learning for Complex Networks at Julius-Maximilians-Universität Würzburg." />
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<h3><a href="/">Ingo Scholtes</a></h3>
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<img alt="Graph Mining" height="320" src="images/slider/slide_science_1.jpg" />
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<article>
<h2>Welcome</h2>
<p>I am a Full Professor of Machine Learning for Complex Networks at the <a href="https://www.uni-wuerzburg.de/caidas/home/">Center for Artificial Intelligence and Data Science</a> of <a href="https://www.uni-wuerzburg.de/en/home/">Julius-Maximilians-Universität Würzburg</a>.</p>
<p>My research addresses open questions at the intersection between machine learning, network science, graph mining, and computational social science. A summary of my foundational works on higher-order graph analytics for time series data was recently published in <a href="https://www.nature.com/articles/s41567-019-0459-y">Nature Physics</a>.</p>
<p>In 2014 I was awarded a <a href="http://junior-fellows.gi.de/">Junior-Fellowship</a> from the German Informatics Society. In 2018 I was awarded an <a href="http://www.snf.ch/en/researchinFocus/newsroom/Pages/news-180301-39-new-snsf-professorships.aspx">SNSF Professorship</a> with a volume of CHF 1.5 Mio from the Swiss National Science Foundation. Since 2021 I hold the Chair of Computer Science XV - Machine Learning for Complex Networks at <a href="https://www.informatik.uni-wuerzburg.de/en/institute-of-computer-science/">Julius-Maximilians-Universität Würzburg</a>.</p>
<p>I am founding co-chair of the <a href="https://fb-iug.gi.de/fachgruppen/computational-sciences">Computational Social Science Section</a> of the German Informatics Society (GI e.V.) and associate editor of <a href="https://epjdatascience.springeropen.com/">EPJ Data Science</a>. I am also member of the <a href="https://ellis.eu/members">European Lab for Learning and Intelligent Systems (ELLIS)</a> and deputy spokesperson of the <a href="https://www.uni-wuerzburg.de/caidas/">Center for Artificial Intelligence and Data Science (CAIDAS)</a> at the University of Würzburg.</p>
<h4>Current Positions</h4>
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<div class="columnimg"><img src="https://upload.wikimedia.org/wikipedia/commons/f/f8/University_of_W%C3%BCrzburg_seal.svg" class="logo" /></div>
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<p><a href="https://www.uni-wuerzburg.de/en/home/">Julius-Maximilians-Universität Würzburg</a><br />
<a href="https://www.uni-wuerzburg.de/caidas/home/">Center for Artificial Intelligence and Data Science (CAIDAS)</a><br />
Full Professor (W3) for Machine Learning for Complex Networks, since 2021</p>
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<h4>Research Experience</h4>
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<p><a href="http://www.uzh.ch">University of Zürich</a><br />
<a href="http://www.ifi.uzh.ch/">Department of Informatics (IfI)</a><br />
SNSF Professor for <a href="http://www.ifi.uzh.ch/en/dag.html">Data Analytics</a>, 2018 - 2024</p>
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<div class="columnimg"><img src="https://upload.wikimedia.org/wikipedia/commons/c/c7/BUW_siegel-schwarz.png" class="logo" /></div>
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<p><a href="https://www.uni-wuppertal.de/en/">Bergische Universität Wuppertal</a><br />
<a href="https://fk4.uni-wuppertal.de/en/faculty-of-mathematics-und-natural-sciences.html">Faculty of Mathematics and Natural Sciences</a><br />
Full Professor (W3) for Data Analytics, 2019 - 2021</p>
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<p><a href="http://www.ethz.ch">ETH Zürich</a><br />
<a href="http://www.sg.ethz.ch">Chair of Systems Design</a><br />
Senior assistant and lecturer, 2017 - 2018</p>
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<div class="columnimg"><img src="https://upload.wikimedia.org/wikipedia/commons/3/3a/Logo_KIT.svg" class="logo" /></div>
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<p><a href="http://www.kit.edu/english/">Karlsruhe Institute of Technology (KIT)</a><br />
<a href="http://www.aifb.kit.edu/web/Hauptseite/en">AIFB Institute</a><br/>
Vertretungsprofessor (W3), 2016</p>
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<p><a href="http://www.ethz.ch">ETH Zürich</a><br />
<a href="http://www.sg.ethz.ch">Chair of Systems Design</a><br />
Postdoctoral researcher, 2011 - 2016</p>
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<p><a href="http://www.uni-trier.de">University of Trier</a><br />
<a href="http://informatik.uni-trier.de">Department of Computer Science</a><br />
Research Assistant, 2006 - 2011</p>
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<div class="columnimg"><img src="https://upload.wikimedia.org/wikipedia/de/8/8e/Cern_Logo_black.svg"></div>
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<p><a href="http://www.cern.ch">CERN</a><br />
<a href="http://atlas.cern/discover/detector/trigger-daq">ATLAS Trigger and Data Acquisition Project</a><br />
Summer student and external software developer, 2004 - 2008</p>
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<p>On this website, you can find information about my <a href="research.html">research</a>, <a href="publications.html">publications</a> and <a href="service.html">academic activities</a>. If you are interested in my work as amateur photographer, feel free to visit <a href="http://www.ingoscholtes.photo">ingoscholtes.photo</a>.</p>
</article>
</section>
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<p>Copyright © 2012-2024 Ingo Scholtes All rights reserved.</p>
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