IET Cyber-Physical Systems Theory & Applications · 2018 · 22 citations · 21 references
EngineeringAutonomous SystemsSystems EngineeringSafety EngineeringVehicle DynamicsVehicle Safety EngineeringCollision AvoidanceIntelligent Transportation SystemsPerformance ValidationSafety ValidationSimulation-based ValidationVehicle Dynamics ValidationAutonomous Collision AvoidancePlatooningRule ExtractionSimulation-based TestingStatistical ErrorVehicle Collision PreventionVehicle Dynamics Modeling ValidationVehicle Platooning
The study deals with intelligible analytics for performance modelling of vehicle platooning. Knowledge extraction with rules is targeted to understand safety regions (collision avoidance) of system parameters. Results are shown by feeding data through simulation to the train of different rule extraction mechanisms. Safety regions are evidenced on test data with statistical error very close to zero.
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An implementation of logical analysis of data
Endre Boros, P. L. Hammer, Toshihide Ibaraki et al. · IEEE Transactions on Knowledge and Data Engineering · 2000 · 409 citations · Full text
Computing, Data Science, Data Mining +16