Data Systems and Asset Management Including 2014. Thomas B. Deen Distinguished LectureThomas B. Deen Distinguished Lecture. Transportation Research Record. Journal of the Transportation Research Board, No. 2036.

摘要

This report consists of papers that address the value proposition for transportation projects; automated road travel surveys; development of alignment-based parametric data exchange schema for bridge geometry; pavement condition monitoring with crowdsourced connected vehicle data; traffic collision record mapping; a methodology to map routes from a truck permit database; and full-body occlusion handling and density analysis in traffic video-surveillance systems.This issue of the TRR also examines a hybrid short-term traffic speed prediction model; adaptive learning; automatic extraction of number of lanes from georectified aerial images; design of freeway entrance speed change lanes; comparison of sichel and negative binomial models in hot spot identification; efficient Bayesian probabilistic inference of damage in truss structures based on vibration measurements; data mining and complex network algorithms for traffic accident analysis; valuing of transportation infrastructure; evidence-based decision making for transportation asset management; alignment of transportation data to agency strategic objectives; and development of a visualization system for safety analysts.