Welcome
I am a Full Professor of Machine Learning for Complex Networks at the Center for Artificial Intelligence and Data Science of Julius-Maximilians-Universität Würzburg.
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 Nature Physics.
In 2014 I was awarded a Junior-Fellowship from the German Informatics Society. In 2018 I was awarded an SNSF Professorship 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 Julius-Maximilians-Universität Würzburg.
I am founding co-chair of the Computational Social Science Section of the German Informatics Society (GI e.V.) and associate editor of EPJ Data Science. I am also member of the European Lab for Learning and Intelligent Systems (ELLIS) and deputy spokesperson of the Center for Artificial Intelligence and Data Science (CAIDAS) at the University of Würzburg.
Current Positions
Julius-Maximilians-Universität Würzburg
Center for Artificial Intelligence and Data Science (CAIDAS)
Full Professor (W3) for Machine Learning for Complex Networks, since 2021
Research Experience
University of Zürich
Department of Informatics (IfI)
SNSF Professor for Data Analytics, 2018 - 2024
Bergische Universität Wuppertal
Faculty of Mathematics and Natural Sciences
Full Professor (W3) for Data Analytics, 2019 - 2021
ETH Zürich
Chair of Systems Design
Senior assistant and lecturer, 2017 - 2018
Karlsruhe Institute of Technology (KIT)
AIFB Institute
Vertretungsprofessor (W3), 2016
ETH Zürich
Chair of Systems Design
Postdoctoral researcher, 2011 - 2016
University of Trier
Department of Computer Science
Research Assistant, 2006 - 2011
CERN
ATLAS Trigger and Data Acquisition Project
Summer student and external software developer, 2004 - 2008
On this website, you can find information about my research, publications and academic activities. If you are interested in my work as amateur photographer, feel free to visit ingoscholtes.photo.