Andreas Meier

Andreas Meier
Otto-von-Guericke-Universität Magdeburg | OvGU · Department of Knowledge and Language Engineering (IWS)



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Publications (5)
Full-text available
New occupant safety systems, which adapt their behavior to the severity of an accident, may improve vehicle safety. We present an approach to learn a prediction model, which estimates crash severity prior to collision. Based on accident parameters acquired with precrash sensors, the learned model categorizes impending accidents into one of multiple...
Conference Paper
New advanced safety systems like accident-adaptive restraint systems have the potential to improve vehicle safety. However, these systems may require a function predicting the crash severity prior to a collision. This means that only with accident parameters gathered by precrash car sensors the severity of the upcoming collision has to be predicted...
Conference Paper
Genetic programming algorithms seek to find interpretable and good solutions for problems which are difficult to solve analytically. For example, we plan to use this paradigm to develop a car accident severity prediction model for new occupant safety functions. This complex problem will suffer from the major disadvantage of genetic programming, whi...


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