Publications

Books and Book Chapters

2015

2013

Conferences and Workshops

2017

2016

2015

  • Learning a Dynamic Re-combination Strategy of Forecast Techniques at Runtime
    Matthias Sommer, Sven Tomforde, Dominik Auer, Jörg Hähner
    In: ICAC / SISSY (Self-Improving System Integration) Workshop, IEEE Computer Society Press, Proc. of IEEE International Conference on Autonomic Computing (ICAC), pp. 261-266.
    https://www.computer.org/csdl/proceedings/icac/2015/6971/00/6971a261-abs.html
  • A Systematic Study on Forecasting of Traffic Flows with Artificial Neural Networks
    Matthias Sommer; Sven Tomforde; Jörg Hähner
    In: Proc. of the 28th GI/ITG International Conference on Architecture of Computing Systems – ARCS Workshops, March, Porto, Workshop on Self-Optimisation in Organic and Autonomic Computing Systems (SAOS15), VDE Verlag, ISBN 978-3-8007-3657-7
    http://ieeexplore.ieee.org/document/7107101/

2014

  • Learning to Predict: Automated Management and Correction of Prediction Techniques for Traffic Flows within a Self-organised Traffic Control System
    Sven Tomforde, Matthias Sommer, Jörg Hähner
    In: 11th International Congress on Advances in Civil Engineering (ACE14), Istanbul, Turkey
    https://www.researchgate.net/publication/268629407

2013

  • Resilient Traffic Management with Organic Computing Techniques
    Matthias Sommer, Sven Tomforde, Jörg Hähner
    In: Proc. of the 1st International Systems Competition on Autonomic Features and Technologies for Road Traffic Flow Modeling and Control Systems, held together with the 16th International IEEE Conference on Intelligent Transport Systems (IEEE-ITS13), The Hague, Netherlands, (Winner of the ARTS Competition at IEEE-ITS13)
  • Using a Neural Network for Forecasting in an Organic Traffic Control Management System
    Matthias Sommer, Sven Tomforde, Jörg Hähner
    In: International Workshop on Embedded Self-Organizing Systems (ESOS ’13), 10th International Comference on Autonomic Computing (ICAC ’13), San Jose, Kalifornien
    https://www.usenix.org/conference/esos13/

2012

  • A Generic Framework for Simulating the EEX Power Market in Agent-Based Energy Management Applications
    Florian Siefert; Gerrit Anders; Matthias Sommer; Wolfgang Reif
    In: Proc. of the Power and Energy Student Summit 2012
    http://d-nb.info/1024837963/34#page=48

Technical Reports

2016

Others (Interviews / Newspaper)

2015

  • Forecast-based Route Recommendations in Organic Traffic Control
    Matthias Sommer; Sven Tomforde; Jörg Hähner
    In: Proc. of the 28th GI/ITG International Conference on Architecture of Computing Systems – ARCS Workshops, Porto, Portugal, pp. 11 – 12 (ARCS 2015 Best Poster Award).

2014

  • “Im Zeichen der Grünen Welle”
    Matthias Sommer, Sven Tomforde
    Interview, Augsburger Allgemeine (3. Forschungsausgabe), July

2013