pathpy Graph Mining Modelling processes in networks Empirical Software Engineering

Welcome

I am a Professor for Machine Learning for Complex Networks at the Center for Artificial Intelligence and Data Science of Julius-Maximilians-Universität Würzburg. I am further SNSF Professor in the Department of Informatics at University of Zurich, where I head the Data Analytics Group (DAG).

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 Juniorfellowship 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.

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

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

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.