Ingo Scholtes

Orcid: 0000-0003-2253-0216

Affiliations:
  • Julius-Maximilians-Universität Würzburg, Germany
  • ETH Zürich, Switzerland (former)
  • University of Trier, Germany (PhD 2011)


According to our database1, Ingo Scholtes authored at least 96 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Online presence:

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Bibliography

2024
Hierarchical Graph Pooling Based on Minimum Description Length.
CoRR, 2024

Generating Temporal Contact Graphs Using Random Walkers.
CoRR, 2024

Link Prediction with Untrained Message Passing Layers.
CoRR, 2024

Inference of Sequential Patterns for Neural Message Passing in Temporal Graphs.
CoRR, 2024

From Link Prediction to Forecasting: Information Loss in Batch-based Temporal Graph Learning.
CoRR, 2024

Flow Divergence: Comparing Maps of Flows with Relative Entropy.
CoRR, 2024

2023
Locating community smells in software development processes using higher-order network centralities.
Soc. Netw. Anal. Min., December, 2023

Bayesian inference of transition matrices from incomplete graph data with a topological prior.
EPJ Data Sci., December, 2023

Predicting variable-length paths in networked systems using multi-order generative models.
Appl. Netw. Sci., December, 2023

The Self-Loop Paradox: Investigating the Impact of Self-Loops on Graph Neural Networks.
CoRR, 2023

Using Causality-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs.
CoRR, 2023

The Map Equation Goes Neural.
CoRR, 2023

A Network Perspective on the Influence of Code Review Bots on the Structure of Developer Collaborations.
CoRR, 2023

Higher-Order Patterns Reveal Causal Timescales of Complex Systems.
CoRR, 2023

2022
Modeling Social Resilience: Questions, Answers, Open Problems.
Adv. Complex Syst., December, 2022

Sequential motifs in observed walks.
J. Complex Networks, 2022

Learning the Markov Order of Paths in Graphs.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

De Bruijn Goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs.
Proceedings of the Learning on Graphs Conference, 2022

Similarity-Based Link Prediction From Modular Compression of Network Flows.
Proceedings of the Learning on Graphs Conference, 2022

Big Data = Big Insights? Operationalising Brooks' Law in a Massive GitHub Data Set.
Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Willing to Revise? Confidence and Recommendation Adoption in AI-Assisted Image Recognition.
Proceedings of the HHAI 2022: Augmenting Human Intellect, 2022

One Graph to Rule them All: Using NLP and Graph Neural Networks to analyse Tolkien's Legendarium.
Proceedings of the Computational Humanities Research Conference 2022, 2022

Predicting Influential Higher-Order Patterns in Temporal Network Data.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

2021
Analysing Time-Stamped Co-Editing Networks in Software Development Teams using git2net.
Empir. Softw. Eng., 2021

Higher-Order Graph Models: From Theoretical Foundations to Machine Learning (Dagstuhl Seminar 21352).
Dagstuhl Reports, 2021

PaCo: Fast Counting of Causal Paths in Temporal Network Data.
Proceedings of the Companion of The Web Conference 2021, 2021

Visualisation of Temporal Network Data via Time-Aware Static Representations with HOTVis.
Proceedings of the Companion of The Web Conference 2021, 2021

Analysis and Visualisation of Time Series Data on Networks with Pathpy.
Proceedings of the Companion of The Web Conference 2021, 2021

2020
Predicting Sequences of Traversed Nodes in Graphs using Network Models with Multiple Higher Orders.
CoRR, 2020

Learning the Markov order of paths in a network.
CoRR, 2020

HYPA: Efficient Detection of Path Anomalies in Time Series Data on Networks.
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

HOTVis: Higher-Order Time-Aware Visualisation of Dynamic Graphs.
Proceedings of the Graph Drawing and Network Visualization - 28th International Symposium, 2020

2019
Higher-Order Visualization of Causal Structures in Dynamics Graphs.
CoRR, 2019

Counting Causal Paths in Big Times Series Data on Networks.
CoRR, 2019

Detecting Path Anomalies in Time Series Data on Networks.
CoRR, 2019

Data Science.
Proceedings of the 49. Jahrestagung der Gesellschaft für Informatik, 50 Jahre Gesellschaft für Informatik, 2019

git2net: Mining Time-Stamped Co-Editing Networks from Large git Repositories.
Proceedings of the 49. Jahrestagung der Gesellschaft für Informatik, 50 Jahre Gesellschaft für Informatik, 2019

2018
Understanding Complex Systems: From Networks to Optimal Higher-Order Models.
CoRR, 2018

2017
Socially-Sensitive Systems Design: Exploring Social Potential.
IEEE Technol. Soc. Mag., 2017

Quantifying the effect of editor-author relations on manuscript handling times.
Scientometrics, 2017

Controllability of temporal networks: An analysis using higher-order networks.
CoRR, 2017

From Relational Data to Graphs: Inferring Significant Links Using Generalized Hypergeometric Ensembles.
Proceedings of the Social Informatics, 2017

When is a Network a Network?: Multi-Order Graphical Model Selection in Pathways and Temporal Networks.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016
From Aristotle to Ringelmann: a large-scale analysis of team productivity and coordination in Open Source Software projects.
Empir. Softw. Eng., 2016

Generalized Hypergeometric Ensembles: Statistical Hypothesis Testing in Complex Networks.
CoRR, 2016

Decentralized Cluster Detection in Distributed Systems Based on Self-Organized Synchronization.
Proceedings of the 10th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2016

Workshop: Informatik-Begeisterung 2016.
Proceedings of the 46. Jahrestagung der Gesellschaft für Informatik, 2016

2015
Understanding complex systems: When Big Data meets network science.
it Inf. Technol., 2015

An ensemble perspective on multi-layer networks.
CoRR, 2015

Higher-Order Aggregate Networks in the Analysis of Temporal Networks: Path structures and centralities.
CoRR, 2015

Automated Software Remodularization Based on Move Refactoring - A Complex Systems Approach.
Proceedings of the Software Engineering & Management 2015, Multikonferenz der GI-Fachbereiche Softwaretechnik (SWT) und Wirtschaftsinformatik (WI), FA WI-MAW, 17. März, 2015

2014
Predicting scientific success based on coauthorship networks.
EPJ Data Sci., 2014

A Complex Networks Perspective on Collaborative Software Engineering.
Adv. Complex Syst., 2014

Workshop on Social Influence - SI 2014 - Introduction.
Proceedings of the Social Informatics - SocInfo 2014 International Workshops, Barcelona, 2014

Categorizing Bugs with Social Networks: A Case Study on Four Open Source Software Communities.
Proceedings of the Software Engineering 2014, Fachtagung des GI-Fachbereichs Softwaretechnik, 25. Februar, 2014

Complex Structures and Collective Dynamics in Networked Systems: Foundations for Self-Adaptation and Self-Organization.
Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2014

Engineering and Mastering Interwoven Systems.
Proceedings of the ARCS 2014, 2014

The Social Dimension of Information Ranking: A Discussion of Research Challenges and Approaches.
Proceedings of the Socioinformatics, 2014

Social Network Analysis in the Enterprise: Challenges and Opportunities.
Proceedings of the Socioinformatics, 2014

2013
Slow-Down vs. Speed-Up of Information Diffusion in Non-Markovian Temporal Networks.
CoRR, 2013

Enhancing Consensus under Opinion Bias by Means of Hierarchical Decision Making.
Adv. Complex Syst., 2013

Complex Structures and Collective Dynamics in Networked Systems: A Tutorial.
Proceedings of the 7th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2013

The rise and fall of a central contributor: Dynamics of social organization and performance in the GENTOO community.
Proceedings of the 6th International Workshop on Cooperative and Human Aspects of Software Engineering, 2013

The Social Dimension of Information Ranking: A Discussion of Research Challenges and Approaches.
Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013

Resilience in Enterprise Social Networks.
Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013

2012
Organic Design of Massively Distributed Systems: A Complex Networks Perspective.
Inform. Spektrum, 2012

A Quantitative Study of Social Organization in Open Source Software Communities
CoRR, 2012

Betweenness Preference: Quantifying Correlations in the Topological Dynamics of Temporal Networks
CoRR, 2012

A Tunable Mechanism for Identifying Trusted Nodes in Large Scale Distributed Networks.
Proceedings of the 11th IEEE International Conference on Trust, 2012

A Quantitative Study of Social Organisation in Open Source Software Communities.
Proceedings of the 2012 Imperial College Computing Student Workshop, 2012

Hierarchical Consensus Formation Reduces The Influence Of Opinion Bias.
Proceedings of the 26th European Conference on Modelling and Simulation, 2012

2011
TweetGames: A framework for twitter-based collaborative social online games.
Proceedings of the 7th International Conference on Collaborative Computing: Networking, 2011

2010
HyperVerse: simulation and testbed reconciled.
Int. J. Adv. Media Commun., 2010

Epidemic Self-Synchronization in Complex Networks of Kuramoto oscillators.
Adv. Complex Syst., 2010

Distributed Creation and Adaptation of Random Scale-Free Overlay Networks.
Proceedings of the Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2010

A self-organized resource allocation scheme for decentralized distributed virtual environments.
Proceedings of the 6th International Conference on Collaborative Computing: Networking, 2010

Resilience and Multicast Aspects of the Structured Network Overlay GP3.
Proceedings of the CISIS 2010, 2010

2009
Fuzzy Logic supported Consistency Management in DDVEs.
Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2009

Self-organizing collaborative filtering in global-scale massive multi-user virtual environments.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Performance Evaluation of GP3 - A Grid-Based Spatial Index Infrastructure.
Proceedings of the Sixth International Conference on Information Technology: New Generations, 2009

Evaluation of the HyperVerse Avatar Management Scheme Based on the Analysis of Second Life Traces.
Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009

Epidemic Self-synchronization in Complex Networks.
Proceedings of the Complex Sciences, 2009

A scale-free and self-organized P2P overlay for massive multiuser virtual environments.
Proceedings of the 5th International Conference on Collaborative Computing: Networking, 2009

P2P-Based Avatar Interaction in Massive Multiuser Virtual Environments.
Proceedings of the 2009 International Conference on Complex, 2009

2008
The HyperVerse: concepts for a federated and Torrent-based '3D Web'.
Int. J. Adv. Media Commun., 2008

TopGen - internet router-level topology generation based on technology constraints.
Proceedings of the 1st International Conference on Simulation Tools and Techniques for Communications, 2008

SimCon - a simulation and visualization environment for overlay networks and large-scale applications.
Proceedings of the 1st International Conference on Simulation Tools and Techniques for Communications, 2008

Awareness-Driven Phase Transitions in Very Large Scale Distributed Systems.
Proceedings of the Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2008

GP3 - A Distributed Grid-Based Spatial Index Infrastructure for Massive Multiuser Virtual Environments.
Proceedings of the 14th International Conference on Parallel and Distributed Systems, 2008

HiOPS overlay - efficient provision of multicast in peer-to-peer systems.
Proceedings of the 16th International Conference on Networks, 2008

CrePes - Warum und wie Schüler ab 8 Jahren Programmieren lernen sollten.
Proceedings of the DeLFI 2008: Die 6. e-Learning Fachtagung Informatik der Gesellschaft für Informatik e.V., 07., 2008

Using Epidemic Hoarding to Minimize Load Delays in P2P Distributed Virtual Environments.
Proceedings of the Collaborative Computing: Networking, 2008

2007
SISC: providing efficient XML-based service-orientation for core OS functionality.
Proceedings of the 2007 workshop on Service-oriented computing performance: aspects, 2007

The SEMPA prototype - using XAML and web services for rich interactive Peer-to-Peer applications.
Proceedings of the 3rd International Conference on Collaborative Computing: Networking, 2007

2006
Web Federates - Towards a Middleware for Highly Scalable Peer-to-Peer Services.
Proceedings of the WEBIST 2006, 2006

Web Service Interface Syndication and its Application to a Collaborative Weblog Search.
Proceedings of the 2nd International ICST Conference on Collaborative Computing: Networking, 2006


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