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Document type:
Konferenzbeitrag 
Author(s):
Wallner Johannes, Engel Sebastian, Diermeyer Frank 
Title:
Predictive Modeling for Vehicle Time-Series Data 
Abstract:
The majority of data in current vehicles is evaluated solely in a local manner. The proposed method offers the possibility of using the latest data analysis techniques to develop functions for active safety and driver assistance systems, or vehicle testing of automated driving systems. We show an approach that combines the advantages of machine learning for logged vehicle data with the ability to use the predictive models created online in vehicles. Starting with intelligent data pre-pro...    »
 
Keywords:
FTM Fahrerassistenz 
Book / Congress title:
13th International Symposium on Advanced Vehicle Control, AVEC'16 
Date of congress:
13.-16.09.2016 
Year:
2016 
Covered by:
Scopus 
Reviewed:
ja 
TUM Institution:
Lehrstuhl für Fahrzeugtechnik