Publications

Journals and Refereed Conference Proceedings

  • Ingo Scholtes
    When is a Network a Network? Multi-Order Graphical Model Selection in Pathways and Temporal Networks
    In KDD'17 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, Nova Scotia, Canada, August 13-17, 2017
    [ACM Digital Library] [DOI] [ArXiv] [python module] [Supplementary Code] [Promotional video] [News Coverage]
  • Giona Casiraghi, Vahan Nanumyan, Ingo Scholtes, Frank Schweitzer
    From Relational Data to Graphs: Inferring Significant Links using Generalized Hypergeometric Ensembles
    In Social Informatics. SocInfo 2017, Lecture Notes in Computer Science, Vol. 10540, September 2017
    [SpringerLink] [DOI] [ArXiv 1706.04370] [Poster presented at MLG2017 @ KDD17]
  • Yan Zhang, Antonios Garas and Ingo Scholtes
    Controllability of temporal networks: An analysis using higher-order networks
    under review, April 2017
    [ArXiv 1701.06331]
  • Emre Sarigöl, David Garcia, Ingo Scholtes, Frank Schweitzer
    Quantifying the effect of editor-author relations on manuscript handling times
    Scientometrics, March 2017
    [SpringerLink] [DOI] [Media Coverage]
  • Vikramjit Singh, Markus Esch, Ingo Scholtes
    Decentralized Cluster Detection in Distributed Systems based on Self-Organized Synchronization
    In Proceedings of the 10th IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO), Augsburg, Germany, September 2016
    [IEEE Digital Library] [DOI]
  • Giona Casiraghi, Vahan Nanumyan, Ingo Scholtes, Frank Schweitzer
    Generalized Hypergeometric Ensembles: Statistical Hypothesis Testing in Complex Networks
    Under revision, July 2016
    [ArXiv 1607.02441]
  • Ingo Scholtes, Pavlin Mavrodiev, Frank Schweitzer
    From Aristotle to Ringelmann: a large-scale analysis of productivity and coordination in Open Source Software projects
    Empirical Software Engineering, Volume 21, Issue 2, pp 642-683, April 2016
    [SpringerLink] [DOI] [Media Coverage 1] [Media Coverage 2]
  • Ingo Scholtes, Nicolas Wider, Antonios Garas
    Higher-Order Aggregate Networks in the Analysis of Temporal Networks: Path structures and centralities
    The European Physical Journal B, 89:61, March 2 2016
    [SpringerLink] [DOI] [ArXiv 1508.06467]
  • Ingo Scholtes
    Understanding Complex Systems: When Big Data meets Network Science
    it - Information Technology, De Gruyter, August 1 2015
    [De Gruyter] [DOI] [DBLP BibTeX]
  • Marcelo Cataldo, Ingo Scholtes, Giuseppe Valetto
    A Complex Networks Perspective on Collaborative Software Engineering
    Advances in Complex Systems, May 7 2015
    [World Scientific Online Library] [DBLP BibTeX]
  • Ingo Scholtes, Nicolas Wider, René Pfitzner, Antonios Garas, Claudio Juan Tessone and Frank Schweitzer
    Causality-driven slow-down and speed-up of diffusion in non-Markovian temporal networks
    Nature Communications, Vol. 5, Article 5024, September 24, 2014
    [Nature.com] [ArXiv 1307.4030] [DOI] [Research Insight]
  • Emre Sarigöl, René Pfitzner, Ingo Scholtes, Antonios Garas and Frank Schweitzer
    Predicting Scientific Success Based on Coauthorship Networks
    EPJ Data Science, 2014:9, September 25 2014
    [EPJ.org] [ArXiv 1402.7268] [DOI] [Media Coverage]
  • Marcelo Serrano Zanetti, Claudio Juan Tessone, Ingo Scholtes and Frank Schweitzer
    Automated Software Re-modularization Based on Move Refactoring
    In Proceedings of the 13th International Conference on Modularity (Modularity), Lugano, Switzerland, April 2014
    [ACM Digital Library] [DBLP BibTeX]
  • Sven Tomforde, Jörg Hähner, Hella Seebach, Wolfgang Reif, Bernhard Sick, Arno Wacker and Ingo Scholtes
    Engineering and Mastering Interwoven Systems
    In Proceedings of the 2nd International Workshop on Self-optimisation in Organic and Autonomic Computing Systems (SAOS), Lübeck, Germany, February 2014
    [IEEE Digital Library] [DBLP BibTeX]
  • René Pfitzner, Ingo Scholtes, Antonios Garas, Claudio Juan Tessone and Frank Schweitzer
    Betweenness Preference: Quantifying Correlations in the Topological Dynamics of Temporal Networks
    Physical Review Letters, Volume 110, Issue 19, Article 198701, May 10 2013
    [American Physical Society] [ArXiv 1208.0588] [DOI] [Research Insight]
  • Nicolas Perony, René Pfitzner, Ingo Scholtes, Claudio Juan Tessone and Frank Schweitzer
    Enhancing Consensus Under Opinion Bias By Means Of Hierarchical Decision Making
    Advances in Complex Systems, Vol. 16, December 2013
    [World Scientific Online Library]
  • Valentin Burger, Tobias Hoßfeld, David Garcia, Michael Seufert, Ingo Scholtes and David Hock
    Resilience in Enterprise Social Networks
    In Proceedings of the GI Jahrestagung 2013, pp. 1177-1179, Koblenz, Germany, September 16-20, 2013
    [DBLP BibTeX]
  • Ingo Scholtes, René Pfitzner and Frank Schweitzer
    The Social Dimension of Information Ranking: A Discussion of Research Challenges and Approaches
    In Proceedings of the GI Jahrestagung 2013, pp. 1177-1179, Koblenz, Germany, September 16-20, 2013
    [DBLP BibTeX]
  • Ingo Scholtes and Markus Esch
    Complex Structures and Collective Dynamics in Networked Systems: A Tutorial
    In Proceedings of the 7th IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO), pp. 271-272, Philadelphia, PA, USA, September 9-13, 2013
    [IEEE Digital Library] [DBLP BibTeX]
  • Marcelo Serrano Zanetti, Ingo Scholtes, Claudio Juan Tessone and Frank Schweitzer
    The Rise and Fall of a Central Contributor: Centralization and Performance in the Gentoo Community
    In Proceedings of the 6th International Workshop on Cooperative and Human Aspects in Software Engineering (CHASE) held at ICSE 2013, San Francisco, CA, USA, May 2013
    [IEEE Digital Library] [ArXiv 1302.7191] [DBLP BibTeX]
  • Marcelo Serrano Zanetti, Ingo Scholtes, Claudio Juan Tessone and Frank Schweitzer
    Categorizing Bugs with Social Networks: A Case Study on Four Open Source Software Communities
    In Proceedings of the 35th International Conference on Software Engineering (ICSE '13), pp. 1032-1041, San Francisco, CA, USA, May 2013
    [ACM Digital Library] [ArXiv 1302.6764] [DBLP BibTeX]
  • Marcelo Serrano Zanetti, Ingo Scholtes, Claudio Juan Tessone and Frank Schweitzer
    A Quantitative Study of Social Organization in Open Source Software Communities
    In Proceedings of Imperial College Computing Student Workshop (ICCSW), Open Access Series in Informatics, pp. 116-122, London, UK, September 27-28, 2012
    [Dagstuhl Research Online Publication Server] [ArXiv 1208.4289] [DBLP BibTeX]
  • Joydeep Chandra, Ingo Scholtes, Niloy Ganguly and Frank Schweitzer
    A Tunable Mechanism for Identifying Trusted Nodes in Large Scale Distributed Networks
    In Proceedings of 11th IEEE International Conference on Trust, Securit and Privacy and Communications (TrustCom), pp. 722-729, Liverpool, UK, June 25-27, 2012 [Best Paper]
    [IEEE Digital Library] [ArXiv 1204.5314] [DBLP BibTeX]
  • Nicolas Perony, René Pfitzner, Ingo Scholtes, Claudio Juan Tessone, Frank Schweitzer
    Hierarchical Consensus Formation Reduces The Influence of Opinion Bias
    In Proceedings of the 26th European Conference on Modelling and Simulation (ECMS), Koblenz, Germany, May 29 - June 1, 2012
    [ArXiv 1204.0015] [DBLP BibTeX]
  • Ingo Scholtes and Claudio Juan Tessone
    Organic Design of Massively Distributed Systems: A Complex Networks Perspective
    Informatik Spektrum, Vol. 35, No. 2, pp. 75-86, Springer, April 2012
    [SpringerLink] [ArXiv 1201.3480] [DBLP BibTeX]
  • Markus Esch, Aleksandrina Kovacheva, Ingo Scholtes, Steffen Rothkugel
    TweetGames: A framework for Twitter-based Collaborative Social Online Games
    In Proceedings of the 7th International Conference on Collaborative Computing (CollaborateCom), pp. 436-442, Orlando, FL, USA, October 15 - 18, 2011
    [IEEE Digital Library] [DBLP BibTeX]
  • Jean Botev, Markus Esch,Herman Schloss, Ingo Scholtes and Peter Sturm
    HyperVerse: simulation and testbed reconciled
    International Journal of Advanced Media and Communication, pp. 167-181, Vol. 4, No. 2, 2010
    [Inderscience Library] [DBLP BibTeX]
  • Jean Botev and Ingo Scholtes
    A self-organized resource allocation scheme for decentralized distributed virtual environments
    In Proceedings of the 6th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), pp. 1-7, Chicago, IL, USA, October 9 - 12, 2010
    [IEEE Digital Library] [DBLP BibTeX]
  • Ingo Scholtes
    Distributed Creation and Adaptation of Random Scale-Free Overlay Networks
    In Proceedings of the 4th IEEE Conference on Self-Organizing and Self-Adaptive Systems (SASO), pp. 51-63, Budapest, Hungary, September 27 - October 1, 2010
    [IEEE Digital Library] [ArXiv 1005.5628] [DBLP BibTeX]
  • Ingo Scholtes, Jean Botev, Markus Esch, Peter Sturm
    Epidemic Self-Synchronization in Complex Networks of Kuramoto Oscillators
    Advances in Complex Systems, Vol. 13, No. 1, pp. 33-58, World Scientific, June 2010
    [World Scientific Online Library] [DBLP BibTeX]
  • Markus Esch and Ingo Scholtes
    Resilience and Multicast Aspects of the Structured Network Overlay GP3
    In Proceedings of the 4th International Conference on Complex, Intelligent and Software Intensive Systems (CISIS), pp. 1117-1122, Krakow, Poland, February 15 - 18, 2010
    [IEEE Digital Library] [DBLP BibTeX]
  • Markus Esch, Wei Tsang Ooi, Ingo Scholtes
    Evaluation of the HyperVerse Avatar Management Scheme Based on the Analysis of Second Life Traces
    In Proceedings of the 15th International Conference on Parallel and Distributed Systems (ICPADS), Shenzhen, Guangdong, China, pp. 692-699, December 8 - 11, 2009
    [IEEE Digital Library] [DBLP BibTeX]
  • Markus Esch and Ingo Scholtes
    A scale-free and self-organized P2P overlay for massive multiuser virtual environments
    In Proceedings of the 5th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), pp. 1-10, Washington DC, USA, November 11 - 14, 2009
    [European Union Digital Library] [DBLP BibTeX]
  • Markus Esch, Jean Botev, Hermann Schloss and Ingo Scholtes
    Performance Evaluation of GP3 - A Grid-Based Spatial Index Infrastructure
    In Proceedings of the 6th International Conference on Information Technology: New Generations (ITNG), Las Vegas, Nevada, pp. 663-670, April 27 - 29, 2009
    [IEEE Digital Library] [DBLP BibTeX]
  • Markus Esch, Jean Botev, Hermann Schloss, Ingo Scholtes
    P2P-Based Avatar Interaction in Massive Multiuser Virtual Environments
    In Proceedings of the 3rd International Conference on Complex, Intelligent and Software Intensive Systems (CISIS), pp. 977-982, Fukuoka, Japan, March 16-19, 2009
    [IEEE Digital Library] [DBLP BibTeX]
  • Alexander Hohfeld, Patrick Gratz, Angelo Beck, Jean Botev, Hermann Schloss, Ingo Scholtes
    Self-organizing collaborative filtering in global-scale massive multi-user virtual environments
    In Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), Honolulu, Hawaii, USA, pp. 1719-1723, March 9 - 12, 2009
    [ACM Digital Library] [DBLP BibTeX]
  • Ingo Scholtes, Jean Botev, Markus Esch, Peter Sturm
    Epidemic Self-Synchronization in Complex Networks
    In Proceedings of the First International Conference on Complex Sciences (Complex), pp. 1794-1809, Shanghai, China, February 23 - 25, 2009
    [SpringerLink] [DBLP BibTeX]
  • Hermann Schloss, Jean Botev, Alexander Hohfeld, Ingo Scholtes; Rainer Oechsle and Markus Esch
    HiOPS overlay - efficient provision of multicast in peer-to-peer systems
    In Proceedings of the 16th International Conference on Networks (ICON), New Delhi, India, pp. 1 - 6, December 12 - 14, 2008
    [IEEE Digital Library] [DBLP BibTeX]
  • Markus Esch, Jean Botev, Hermann Schloss and Ingo Scholtes
    GP3 - A Distributed Grid-Based Spatial Index Infrastructure for Massive Multiuser Virtual Environments
    In Proceedings of the 14th International Conference on Parallel and Distributed Systems (ICPADS), Melbourne, Victoria, Australia, pp. 811-816, December 8 - 10, 2008,
    [IEEE Digital Library] [DBLP BibTeX]
  • Ingo Scholtes, Jean Botev, Markus Esch, Hermann Schloss and Peter Sturm
    Using Epidemic Hoarding to Minimize Load Delays in P2P Distributed Virtual Environments
    In Proceedings of the 4th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), pp. 578-593, Orlando, FL, USA, November 13 - 16, 2008
    [SpringerLink] [DBLP BibTeX]
  • Ingo Scholtes, Jean Botev, Markus Esch, Alexander Hohfeld, Hermann Schloss
    Awareness-Driven Phase Transitions in Very Large Scale Distributed Systems
    In Proceedings of the 2nd IEEE Conference on Self-Organizing and Self-Adaptive Systems (SASO), pp. 25-34, Venice, Italy, October 20 - 24, 2008
    [IEEE Digital Library] [DBLP BibTeX]
  • Markus Esch, Patrick Gratz, Steffen Rothkugel, Jörg Jakoby, Ingo Scholtes and Peter Sturm
    CrePes - Warum und wie Schüler ab 8 Jahren Programmieren lernen sollten [In German]
    In Proceedings of 6th e-Learning Fachtagung Informatik der Gesellschaft für Informatik e.V., pp. 413-424, September 7 - 10, 2008, Lübeck, Germany
    [GI Lecture Notes] [DBLP BibTeX]
  • Ingo Scholtes, Serguei Kolos and Pasquale Federico Zema
    The ATLAS Event Monitoring Service-Peer-to-Peer Data Distribution in High-Energy Physics
    IEEE Transactions on Nuclear Science, Vol. 55, No. 3, pp. 1610-1620, June 2008
    [IEEE Digital Library] [Research Insight]
  • Ingo Scholtes, Jean Botev, Markus Esch, Alexander Hohfeld, Hermann Schloss and Benjamin Zech
    TopGen - internet router-level topology generation based on technology constraints
    In Proceedings of the 1st International Conference on Simulation Tools and Techniques for Communications, Networks and Systems (SimuTools), pp. 30-38, Marseille, France, March 3 - 7, 2008
    [ACM Digital Library] [DBLP BibTeX]
  • Markus Esch, Jean Botev, Hermann Schloss, Alexander Hohfeld, Ingo Scholtes and Benjamin Zech
    SimCon - a simulation and visualization environment for overlay networks and large-scale applications
    In Proceedings of the 1st International Conference on Simulation Tools and Techniques for Communications, Networks and Systems (SimuTools), pp. 68-76, Marseille, France, March 3 - 7, 2008
    [ACM Digital Library] [DBLP BibTeX]
  • Jean Botev, Markus Esch, Alexander Hohfeld, Herman Schloss, Ingo Scholtes and Peter Sturm
    The HyperVerse: concepts for a federated and Torrent-based '3D Web'
    International Journal of Advanced Media and Communication, pp. 331-350, Vol. 2, No. 4, 2008
    [Inderscience Library] [DBLP BibTeX]
  • Markus Esch, Hermann Schloss and Ingo Scholtes
    The SEMPA prototype - using XAML and web services for rich interactive Peer-to-Peer applications
    In Proceedings of the 3rd International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), pp. 271-277, White Plains, New York, USA, November 12 - 15, 2007
    [ACM Digital Library] [DBLP BibTeX]
  • Ingo Scholtes, Serguei Kolos, Pasquale Federico Zema
    The ATLAS Event Monitoring Service - Peer-to-Peer Data Distribution in High-Energy Physics
    In Proceedings of the IEEE Nuclear Science Symposium (NSS/MIC), San Diego, CA, USA, October 29 - November 4, 2006
    [IEEE Digital Library]
  • Ingo Scholtes, Daniel Görgen, Patrick Gratz
    Web Service Interface Syndication and its Application to a Collaborative Weblog Search
    In Proceedings of the 2nd International Conference on Collaborative Computing, Networking, Applications and Worksharing (CollaborateCom), Atlanta GA, USA, November 17-20, 2006
    [IEEE Digital Library]
  • Ingo Scholtes and Peter Sturm
    Web Federates - Towards a Middleware for Highly Scalable Peer-to-Peer Services
    In Proceedings of the Second International Conference on Web Information Systems and Technologies (WEBIST), Setubal, Portugal, April 11 - 13, 2006
    [DBLP BibTeX]
  • Doris Burckhart-Chromek et al.
    Testing on a Large Scale: running the ATLAS Data Acquisition and High Level Trigger Software on 700 PC Nodes
    In Proceedings of the 15th International Conference on Computing In High Energy and Nuclear Physics (CHEP), Mumbai, India, pp.60-65, February 13 - 17, 2006
    [CERN Document Server]

Theses

  • Ingo Scholtes
    Harnessing Complex Structures and Collective Dynamics in Large Networked Computing Systems
    Dissertation, University of Trier, 204 pages, May 2011
    Reviewers: Prof. Dr. Peter Sturm and Prof. Dr. Tamás Vicsek
    [University of Trier Library]
  • Ingo Scholtes
    A reimplementation of the CORBA-based Event Monitoring System for the ATLAS LHC Experiment at CERN
    Diploma Thesis, University of Trier, 164 pages, November 2005
    Reviewer: Prof. Dr. Peter Sturm
    [CERN Document Server]

Monographs

  • Ingo Scholtes, Frank Schweitzer
    Complex Networks: An advanced course
    in preparation, to appear

Book Chapters

  • Nicolas Wider, Antonios Garas, Ingo Scholtes, Frank Schweitzer
    An ensemble perspective on multi-layer networks
    In Interconnected Networks, Springer Series: Understanding Complex Systems, ISBN 978-3-319-23945-3, pp. 37-59, February 2016
    [SpringerLink] [DOI]
  • Valentin Burger, David Hock, Ingo Scholtes, Tobias Hoßfeld, David Garcia and Michael Seufert
    Social Network Analysis in the Enterprise: Challenges and Opportunities
    In Social Informatics - The Social Impact of Interactions between Humans and IT, Springer Proceedings in Complexity, ISBN 978-3-319-09377-2, pp. 95-120, October 2014
    [SpringerLink] [DOI]
  • Ingo Scholtes, René Pfitzner and Frank Schweitzer
    The Social Dimension of Information Ranking: A Discussion of Research Challenges and Approaches
    In Social Informatics - The Social Impact of Interactions between Humans and IT, Springer Proceedings in Complexity, ISBN 978-3-319-09377-2, pp. 45-61, October 2014
    [SpringerLink] [DOI]
  • Ingo Scholtes and Peter Sturm
    Web Federates - Towards a Middleware for Highly Scalable Peer-to-Peer Services
    In Web Information Systems and Technologies, International Conferences, WEBIST 2005 and WEBIST 2006. Revised Selected Papers, pp. 138-149, Springer, ISBN 978-3-540-74062-9
    [SpringerLink] [DBLP BibTeX]

Technical Reports and Working Papers

  • Ingo Scholtes
    Force-Directed Layout of Non-Markovian Temporal Networks
    Working Paper, May 6 2014
    [SG Website]
  • The Community of Testers and Developers in ATLAS DAQ/HLT
    ATLAS DAQ/HLT Software Large Scale Functionality and Performance Tests July 2005
    [CERN Document Server]