Abstract:This paper is concerned with the development of intelligent safety modelling for cycling safety at the nanoscopic level. The present models are primarily focused on the motorists modelling at an aggregate level. In this work a framework for safety analysis is proposed consisting of a) Data collection unit, b) Data storage unit, and c) Knowledge processing unit. The predictive safety model is developed in the knowledge processing unit using supervised deep learning with neural network classifier, and gradient d… Show more
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