Networks in Space and Time Inaugural Lecture, University of Zurich, September 16, 2019
Higher-Order Network Analytics for Time-Stamped Data on Social Interactions Tutorial at EuroCSS 2019, ETH Zürich, September 2, 2019
What makes teams successful? A Data Science Perspective Invited Talk at advAIsor AG, Zurich, July 12, 2019
pathpy: From Past to Future Opening Talk at the first pathpy user meeting, ETH Zurich, June 17, 2019
Data, Networks, Social Science Opening Talk at Symposium Computational Social Science - Quo Vadis?, University of Zurich, April 26, 2019
Demystifying Machine Learning Invited Talk at Klinik für Neurochirurgie, University of Zurich, April 25, 2019
Introduction to Machine Learning Invited Talk at Klinik für Neurochirurgie, University of Zurich, April 25, 2019
Data Analytics in Social Organizations: Lessons from Software Engineering and Scientometrics Invited Talk at Brownbag Lunch of Digital Society Initiative, University of Zurich, March 21, 2019
Next Generation Network Analytics for Time Series Talk at Department of Computer Science, University of Zurich, March 8, 2019
Optimal Network Models for Time Series Data Invited Talk at CRiSM Seminar Series, University of Warwick, UK, February 14, 2019
Learning [with] Graphs Internal Research Pitch, University of Zurich, February 11, 2019
What makes teams successful? A Data Science Perspective Invited Talk at UZH Executive MBA Information Event, Zürich, November 6, 2018
Beyond Graph Mining: Higher-Order Data Analytics for Temporal Network Data Invited Talk at IBM Research, Rueschlikon, Switzerland, October 11, 2018
Understanding Complex Systems: From Networks to Optimal Higher-Order Models Talk at Complexity Science Hub Vienna, Austria, September 5, 2018
Learning Optimal Models of Causal Topologies in Temporal Network Data Talk at Max-Planck-Institute for Ornithology, University of Konstanz, Germany, July 10, 2018
Next Generation Network Analytics for Time Series Data Talk at University of Stuttgart, Germany, July 5, 2018
Entropy-based detection of inherent time scales in temporal networks Talk at NetSci 2018, Paris, France, June 15, 2018
Learning optimal models of causal topologies in temporal data streams Talk at Symposium on Machine Learning in Network Science, Paris, France, June 12, 2018
When networks are not enough: Inference of optimal higher-order models of complex systems Talk at Symposium on Statistical Inference for Network Models, Paris, France, June 11, 2018
Next-Generation Network Analytics for Time Series Data Talk at Faculty of Mathematics and Natural Sciences, Bergische Universität Wuppertal, Germany, June 4, 2018
Data Analytics in Social Organizations: Lessons from Software Engineering and Scientometrics Invited Talk at Computation and Society Workshop, EPFL Lausanne, Switzerland, May 22, 2018
Next-Generation Network Analytics for Time Series Data Talk at Department of Informatics, University of Fribourg, Fribourg, Switzerland, April 24, 2018
Learning Optimal Models of Causal Topologies in Temporal Data Streams Invited Talk at Symposium on Networks, Time and Causality, ETH Zurich, Zurich, Switzerland, April 13, 2018
When is a network a network? Multi-order graphical model selection in time series data on networks Talk at Spring meeting of the German Physical Society, Berlin, Germany, March 14, 2018
Modelling Social Networks Invited Talk at Workshop on Ethics in Complex Systems, Potsdam, Germany, January 29, 2018
Next Generation Network Analytics for Time Series Data SNSF Interview Talk, Bern, Switzerland, January 11, 2018
Mining Social Organizations - A Network Perspective!?! Invited Lecture at Computational Social Science Seminar, ETH Zürich, Zürich, Switzerland, November 20, 2017
Optimal Models of Complex Systems: From Networks to Multi-order Models Invited Talk at Network Science Institute, Northeastern University, Boston, MA, USA, November 7, 2017
Optimal Models of Complex Systems: From Networks to Multi-order Models Talk at Research Unit in Engineering Sciences, University of Luxembourg, October 26, 2017
Optimal Models of Complex Systems: From Networks to Multi-order Models Talk at Icelab, Umeâ University, Umea, Sweden, October 19, 2017
From Relational Data to Graphs: Inferring Significant Links using Generalized Hypergeometric Ensembles Spotlight Talk at 13th International Workshop on Machine Learning in Graphs (MLG 2017), Halifax, Nova Scotia, Canada, August 13, 2017
When is your network a network? Statistical Inference in Multi-Order Network Models of Pathway Data Talk at NetSci 2017, Indianapolis, IN, USA, June 22, 2017
Multi-Order Graphical Models: A Unified Perspective on Pathways and Temporal Networks Talk at HONS 2017, Indianapolis, IN, USA, June 20, 2017
Learning from Relational Data: Beyond Maximum Entropy Models Invited Panel Talk at the 10th workshop on Dynamics on and of Complex Networks, Indianapolis, IN, USA, June 19, 2017
Controllability of Temporal Networks: An Analysis using Higher-order Networks Invited Talk at Symposium of Controlling Complex Systems, Indianapolis, IN, USA, June 19, 2017
Data Science in Software Engineering Talk at genua GmbH, Kirchheim bei München, Germany, May 17, 2017
Network Analytics for Complex Data Talk at Institute for Informatics, University of Zurich, Switzerland, April 5, 2017
From Big to Complex Data: Pushing the Limits of Graph Mining and Network Analysis Talk at Institute for Machine Learning, ETH Zürich, Switzerland, December 19, 2016
A Quantitative Study of the Ringelmann Effect in Software Development Teams Plenary Talk at 2nd CSS Winter Symposium, Cologne, Germany, December 1, 2016
From Aristotle to Ringelmann: A large-scale analysis of productivity and coordination in Open Source Software projects Talk at Software Engineering 2016 (SE), TU Wien, Austria, February 24, 2016
Mining high-frequency data on temporal networks Invited Lecture at Workshop on Complex Network Mining and Analysis, Wroclaw University of Technology, Poland, January 9, 2016
PhD Course: Modeling and Analysis of Complex Networks Invited Series of 9 Lectures at Singapore-ETH Centre (SEC), CREATE Campus, Singapore, December 7-11, 2015
Spectral Methods in the Analysis of Non-Markovian Temporal Networks Talk at NetSci, Zaragoza, Spain, June 4, 2015
Analyzing time-stamped network data: When ordering matters Talk at NetSci satellite Higher-Order Models in Network Science, Zaragoza, Spain, June 2, 2015
Automated Software Remodularization Based on Move Refactoring - A Complex Systems Approach Talk at GI Conference on Software Engineering and Management, Dresden, Germany, March 17-20, 2015
Aggregate Networks Considered Harmful: Towards Higher-Order Models of Time-Varying Networks Talk at Second Annual KnowEscape Conference, Thessaloniki, Greece, November 26, 2014
Big Data and Socio-Technical Systems Invited Keynote at SASO^ST 2014, London, United Kingdom, September 12, 2014
Complex Structures and Collective Dynamics in Networked Systems: Foundations for Self-Adaptation and Self-Organization Tutorial Lectures at IEEE SASO 2014, London, United Kingdom, September 8, 2014
Diffusion in Non-Markovian Temporal Networks: Slow-Down or Speed-Up? Ignite Talk at NetSci 2014, Berkeley, CA, USA, June 6, 2014
Higher-Order Aggregate Representations of Temporal Networks Talk at NetSci satellite Higher-Order Models in Network Science, Berkeley, CA, USA, June 3, 2014
Complex Structures and Collective Dynamics in Networked Systems: Foundations for Self-Adaptation and Self-Organization Invited Lecture Series at iSocial Summer School, Stockholm, Sweden, June 1, 2014
Automated Software Re-modularization Based on Move Refactoring: A Complex Systems Approach Contributed Talk at 13th International Conference on Modularity 2014, Lugano, Switzerland, April 23, 2014
When your social position predicts your success: lessons from Open Source communities and citations Contributed Talk at Lorentz Centre Workshop Simulating the Social Processes of Science, Leiden, The Netherlands, April 9, 2014
Categorizing Bugs with Social Networks: A Case Study on Four Open Source Software Communities Talk at Software Engineering (SE 2014), Kiel, Germany, February 27 2014
Challenges and Research Directions for Self-optimisation, Organic and Autonomic Computing Statement at 2nd International Workshop on Self-optimisation in Organic and Autonomic Computing Systems (SAOS 2014), Lübeck, Germany, February 25, 2014
The Social Dimension of Collaborative Information Spaces Talk at First Annual KNOWeSCAPE Conference, Aalto University, Espoo, Finland, November 18-20, 2013
Force-based Layout of Non-Markovian Temporal Networks Talk at European Conference on Complex Systems (ECCS), Barcelona, Spain, September 20, 2013
Predicting success based on social network analysis Invited Talk at ECCS satellite workshop Quantifying Success, Barcelona, Spain, September 18, 2013
The Social Dimension of Information Ranking: A Discussion of Research Challenges and Approaches Talk at Workshop Sozioinformatik 2013, Koblenz, Germany, September 16, 2013
Self-Adaptation and Self-Organization in Socio-Technical Systems: A Tale of Two Layers Invited Panel Talk at IEEE SASO 2013, Philadelphia, PA, USA, September 12, 2013
Topological and Temporal Complexity in Socio-Technical Systems Talk at Workshop on Self-Adaptation and Self-Organization in Socio-Technical Systems (SASO^ST 2013), Philadelphia, PA, USA, September 9, 2013
Topological and Temporal Complexity in Socio-Technical Systems Invited Talk at University of Nebraska at Omaha, NE, USA, September 5, 2013
Topological and Temporal Complexity in Socio-Technical Systems Invited Talk at Google Zurich Lab, Zurich, Switzerland, August 26, 2013
Modeling and Analysis of Complex Dynamic Networks: Why Should Computer Scientists Care? Invited Talk at Computer Science Colloquium, Augsburg University, Germany, July 18, 2013
The Paths Not Taken: Aggregate Networks Considered Harmful! Ignite Talk at NetSci 2013, København, Denmark, June 7, 2013
Social Dynamics in Open Source Communities: Research Methods, Applications and Perspectives Talk at NetSci satellite workshop Social Dynamics, København, Denmark, June 4, 2013
Modeling and Analysis of Complex Dynamic Networks: Why Should Computer Scientists Care? Invited Talk at NetSci satellite workshop Dynamic Information and Communication Networks, København, Denmark, June 3, 2013
Structure and Dynamics of Collaborative Software Engineering: A Complex Networks Perspective Invited Talk at IBM Switzerland, Zürich, Switzerland, April 11, 2013
Vom Programmierer zum Team, vom Team zur Community - Perspektiven des Social Software Engineering Invited Talk at DATEV TrendScout Workshop, Nürnberg, Germany, November 27, 2012
A Tunable Mechanism for Identifying Trusted Nodes in Large Scale Distributed Networks 11th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom-2012), Liverpool, UK, June 25 - 27, 2012
Designing adaptive distributed systems: A complex networks perspective Invited talk at research seminar of Prof. Dr. Vincent D. Blondel, Catholic University of Louvain-La-Neuve, Belgium, April 20, 2012
Organic Distributed Systems: A Complex Networks Perspective First International Workshop on Complex Sciences in the Engineering of Computing Systems (CSECS), held at ARCS 2012, Munich, Germany, February 28, 2012
Modeling of Emerging Internet Servíces: Social Networks and Crowdsourcing Invited Talk at EuroView 2011, University of Würzburg, Germany, August 1, 2011
Harnessing Complex Structures and Collective Dynamics in Large Networked Computing Systems Disputation lecture, University of Trier, Germany, May 27, 2011
Menschen, Rechner und Atome - Über die Soziophysik verteilter Systeme Invited Talk at Colloquium of the Institute of Computer Science, Group of Prof. Dr. Phuoc Tran-Gia, Würzburg, Germany, February 22, 2011
Total vernetzt - Über die Beherrschbarkeit großer verteilter Rechnersysteme Invited Talk at Colloquium of the Multimedia Communications Lab, Group of Prof. Dr. Ralf Steinmetz, Darmstadt, Germany, February 9, 2011
Social Web APIs - Die Durchdringung des WWW Talk at DATEV TrendScout Workshop, Nürnberg, Germany, December 2, 2010
Ordnung im Chaos - Über die statistische Physik vernetzter Rechnersysteme DATEV TrendScout Workshop, Nürnberg, Germany, July 27, 2010
Moore, Amdahl und Gustafson - ManyCores - Hardware- und Softwaretrends DATEV TrendScout Workshop, Nürnberg, Germany, November 19, 2009
Die Zukunft von Microsoft .NET DATEV TrendScout Workshop, Nürnberg, Germany, November 19, 2009
Breathing Life into Networks NetSci 2009, Venice, Italy, July 3, 2009
Harnessing Complexity in Large-Scale Distributed Systems Invited Talk at Colloquium of the Department of Biological Physics, Group of Prof. Dr. Tamas Vicsek, Budapest, Hungary, April 16, 2009
Harnessing Complexity in Large-Scale Distributed Systems Invited talk at Colloquium of the Computer Networks Group of Prof. Dr. Holger Karl, University of Paderborn, Germany, April 8, 2009
HyperVerse: Simulation and Testbed Reconciled Second International Workshop on Massively Multiuser Virtual Environments (MMVE2009) at IEEE Virtual Reality 2009, LaFayette, Louisiana, USA, March 15, 2009
Epidemic Self-Synchronization in Complex Networks First International Conference on Complex Sciences (Complex 2009), Shanghai, China, February 23-25, 2009
Rich Internet Applications DATEV TrendScout Workshop, Nürnberg, Germany, December 2, 2008
Self-Organization Aspects in the HyperVerse Project Invited Talk at EECS Seminar Series, Group of Prof. Dr. Dan Marinescu, University of Central Florida, Orlando, FL, USA, November 17, 2008