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Matthias Sommer
Matthias Sommer
AraCom IT Services
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An Organic Computing Approach to Resilient Traffic Management
M Sommer, S Tomforde, J Hähner
Autonomic Road Transport Support Systems, 113-130, 2016
382016
Learning a Dynamic Re-combination Strategy of Forecast Techniques at Runtime
M Sommer, S Tomforde, J Hähner
Autonomic Computing (ICAC), 2015 IEEE International Conference on, 261-266, 2015
172015
Using a Neural Network for Forecasting in an Organic Traffic Control Management System
M Sommer, S Tomforde, J Hähner
International Workshop on Embedded Self-Organizing Systems (ESOS '13), 10th …, 2013
172013
A systematic study on forecasting of traffic flows with artificial neural networks
M Sommer, S Tomforde, J Hähner
ARCS 2015-The 28th International Conference on Architecture of Computing …, 2015
112015
Learning to Predict: Automated Management and Correction of Prediction Techniques for Traffic Flows within a Self-organised Traffic Control System
M Sommer, S Tomforde, J Hähner
Proc. of 11th International Congress on Advances in Civil Engineering, 2014
102014
Ensemble Time Series Forecasting with XCSF
M Sommer, A Stein, J Hähner
Proc. of 10th IEEE International Conference on Self-Adaptive and Self …, 2016
92016
Forecast-augmented Route Guidance in Urban Traffic Networks based on Infrastructure Observations
M Sommer, S Tomforde, J Hähner
2nd International Conference on Vehicle Technology and Intelligent Transport …, 2016
62016
Resilient Traffic Management with Organic Computing Techniques
M Sommer, S Tomforde, J Hähner
1st International Systems Competition on Autonomic Features and Technologies …, 2013
62013
Anticipatory adaptation of signalisation based on traffic flow forecasts within a self-organised traffic control system
M Sommer, J Hähner
5th International Conference on Transportation and Traffic Engineering …, 2016
32016
Concepts for Resilient Traffic Management based on Organic Computing
M Sommer, S Tomforde
Technische Berichte der Fakultät für Angewandte Informatik der Universität …, 2016
22016
Learning Classifier Systems for Road Traffic Congestion Detection
M Sommer, J Hähner
3rd International Conference on Vehicle Technology and Intelligent Transport …, 2017
12017
Adapting Signal Timings to Automated Incident Alarms within a Self-organised Traffic Control System
M Sommer, J Hähner
3rd International Conference on Vehicle Technology and Intelligent Transport …, 2017
12017
Dynamic ensemble forecasting of traffic flow by means of machine learning techniques
M Sommer, S Tomforde
12016
Towards a Decentralized Intelligent Traffic Management System
M Sommer
Proceedings of the First Organic Computing Doctoral Dissertation Colloquium …, 2013
12013
A Generic Framework for Simulating the EEX Power Market in Agent-Based Energy Management Applications
F Siefert, G Anders, M Sommer, W Reif
Proceedings of the Power and Energy Student Summit 2012, 2012
12012
Benchmarking von selbstorganisierenden Systemen
M Sommer
AV Akademikerverlag, 2013
2013
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Artikler 1–16