Utilizing Import Vector Machines to Identify Dangerous Pro-active Traffic Conditions
Utilizing Import Vector Machines to Identify Dangerous Pro-active Traffic Conditions
Traffic accidents have been a severe issue in metropolises with the development of traffic flow. This paper explores the theory and application of a recently developed machine learning technique, namely Import Vector Machines (IVMs), in real-time crash risk analysis, which is a hot topic to reduce traffic accidents. Historical crash …