01559855

Monograph

This issue contains the 2014 Thomas B. Deen distinguished lecture, which addresses performance measures and the value proposition for transportation projects. The issue also contains 18 other papers concerned with data systems and asset management. Specific topics addressed include: automated road travel surveys; alignment-based parametric data exchange schema for bridge geometry; pavement condition monitoring with crowdsourced connected vehicle data; a geocoding method for 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 also covers a hybrid short-term traffic speed prediction model; adaptive learning in Bayesian networks for incident duration prediction; automatic extraction of the 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; and efficient Bayesian probabilistic inference of damage in truss structures based on vibration measurements. Other topics addressed include data mining and complex network algorithms for traffic accident analysis; valuation of transportation infrastructure; evidence-based decision making for transportation asset management; alignment of transportation data to agency strategic objectives;a speed-based autosegmentation method for reporting performance measures; and a visualization system for safety analysts.

English

195p

2014

Transportation Research Record: Journal of the Transportation Research Board

9780309295529

Print

Figures; Maps; Photos; References; Tables

Asset management; Data analysis; Data banks; Mapping; Performance measurement; Traffic safety; Traffic surveillance; Valuation

Data and Information Technology; Planning and Forecasting; Transportation (General); I72: Traffic and Transport Planning

TRIS, TRB, ATRI

Feb 26 2015 12:05PM

• Accessible and Practical Geocoding Method for Traffic Collision Record Mapping: Quebec, Canada, Case Study
• Adaptive Learning in Bayesian Networks for Incident Duration Prediction
• Automatic Extraction of Number of Lanes from Georectified Aerial Images
• Comparison of Sichel and Negative Binomial Models in Hot Spot Identification
• Data Business Plans and Governance Programs: Aligning Transportation Data to Agency Strategic Objectives
• Data Mining and Complex Network Algorithms for Traffic Accident Analysis
• Development of a Visualization System for Safety Analyst
• Development of Alignment-Based Parametric Data Exchange Schema for Bridge Geometry
• Elemental Decomposition and Multicriteria Method for Valuing Transportation Infrastructure
• Empirical Mode Decomposition–Autoregressive Integrated Moving Average: Hybrid Short-Term Traffic Speed Prediction Model
• Evidence-Based Decision Making for Transportation Asset Management: Enhancing the Practice with Quality Evidence and Systematic Documentation
• Full-Body Occlusion Handling and Density Analysis in Traffic Video-Surveillance Systems
• Improved Computational Framework for Efficient Bayesian Probabilistic Inference of Damage in Truss Structures Based on Vibration Measurements
• Methodology to Map Routes from Truck Permit Database, Using a Linear Reference System and Network Analysis
• Moving the Goods: Performance Measures and the Value Proposition for Transportation Projects
• New Way to Utilize Remote Sensing Data: Automated Road Travel Survey
• Pavement Condition Monitoring with Crowdsourced Connected Vehicle Data
• Speed-Based Autosegmentation Method for Reporting Moving Ahead for Progress in the 21st Century Act Performance Measures
• Validation of Probabilistic Model for Design of Freeway Entrance Speed Change Lanes