01472278

Monograph

This issue contains 20 papers concerned with the following aspects of urban and traffic data systems: data mining to study patterns of use of transport modes; using household travel data to measure regional traffic congestion; link covering and node covering formulations of the detection layout problem; multisensor data integration and fusion in traffic operations and management; sensitivity of commuters' demographic characteristics to license plate data collection specifications; average travel time estimates for urban routes with exit turning movements; short-term travel time prediction considering weather effects; vehicle reidentification and travel time estimation using video image data; travel time reliability in New York City; using Bluetooth technology to generate route-specific origin-destination tables; hypothesis test for travel time data quality; comparison of reported speeds from corresponding fixed-point and probe-based detection systems; estimating multiclass and multilane counts from aggregate loop detector data; traffic ground truth estimation; imputation of video detection data in intelligent transportation systems; uncertainty treatment in FHWA procedure for estimating annual average daily traffic volume; estimating traffic speed with single inductive loop event data; Bluetooth sensor data and ground truth testing of reported travel times; lidar-based vehicle classification; and thermal image video sensors for stop bar detection at signalized intersections.

English

208p

2012

Transportation Research Record: Journal of the Transportation Research Board

9780309263061

Print

Figures; References; Tables

Annual average daily traffic; Bluetooth technology; Commuters; Data collection; Data fusion; Data mining; Data quality; Demographics; Highway traffic control; Laser radar; Layout; License plates; Loop detectors; Origin and destination; Signalized intersections; Speed data; Thermal imagery; Traffic congestion; Traffic counts; Traffic speed; Transportation modes; Travel patterns; Travel time; Turning traffic; Uncertainty; Urban areas; Vehicle classification; Vehicle detectors; Video imaging detectors; Weather conditions

Data imputation; Data integration; Travel data; Travel time reliability; Vehicle reidentification

New York (New York)

Data and Information Technology; Highways; Operations and Traffic Management; I73: Traffic Control

TRIS, TRB, ATRI

Feb 13 2013 11:06AM

• Advances in Uncertainty Treatment in FHWA Procedure for Estimating Annual Average Daily Traffic Volume
• Analysis of Travel Time Reliability in New York City Based on Day-of-Week and Time-of-Day Periods
• Average Travel Time Estimations for Urban Routes That Consider Exit Turning Movements
• Bluetooth Sensor Data and Ground Truth Testing of Reported Travel Times
• Comparative Evaluation of Reported Speeds from Corresponding Fixed-Point and Probe-Based Detection Systems
• Comparison of Modeling Approaches for Imputation of Video Detection Data in Intelligent Transportation Systems
• Development of Hypothesis Test for Travel Time Data Quality
• Estimating Traffic Speed with Single Inductive Loop Event Data
• Estimation of Multiclass and Multilane Counts from Aggregate Loop Detector Data
• Evaluation of Thermal Image Video Sensors for Stop Bar Detection at Signalized Intersections
• Exploring Link Covering and Node Covering Formulations of Detection Layout Problem
• Generating Route-Specific Origin–Destination Tables Using Bluetooth Technology
• Household-Level Global Positioning System Travel Data to Measure Regional Traffic Congestion
• Multisensor Data Integration and Fusion in Traffic Operations and Management
• Probabilistic Fusion of Vehicle Features for Reidentification and Travel Time Estimation Using Video Image Data
• Sensitivity of Commuters’ Demographic Characteristics to License Plate Data Collection Specifications: Case Study of I-85 High-Occupancy Vehicle to High-Occupancy Toll Lanes Conversion in Atlanta, Georgia
• Short-Term Travel Time Prediction Considering the Effects of Weather
• Side-Fire Lidar-Based Vehicle Classification
• Studying Patterns of Use of Transport Modes Through Data Mining: Application to U.S. National Household Travel Survey Data Set
• Traffic Ground Truth Estimation Using Multisensor Consensus Filter