TY - BOOK AU - Moridpour,Sara TI - Big data analytics in traffic and transportation engineering: emerging research and opportunities SN - 9781522579434 AV - HE5614.5.A8 M67 3 PY - 2019///] CY - Hershey, PA PB - Engineering Science Reference, an imprint of IGI Global KW - Pedestrian accidents KW - Australia KW - Melbourne (Vic.) KW - Statistical methods KW - Traffic accidents KW - Roads KW - Interchanges and intersections KW - Safety measures KW - Big data N1 - Includes bibliographical references (pages 164-185) and index; Access to public transport in metropolitan areas -- Bikeability in metropolitan areas -- Walkability in metropolitan areas -- Applying decision tree approaches on vehicle-pedestrian crashes -- Neighbourhood influences on vehicle-pedestrian crash severity -- Spatial and temporal distribution of pedestrian crashes -- Contributing factors on vehicle-pedestrian crash severity of school-aged pedestrians N2 - 'This book identifies the factors contributing to the severity of vehicle-pedestrian crashes at mid-blocks. It examines the influence of the socioeconomic factors of the neighborhoods where road users live (residency neighborhood) and where crashes occur (crash neighborhood) on vehicle-pedestrian crash severity, while controlling for the influences of roadway, road user, vehicle and environmental factors'--Provided by publisher ER -