01088321

Monograph

This collection of 14 papers is concerned with information technology, geographic information systems and artificial intelligence in transportation. Specific topics discussed include the following: nontraditional traffic monitoring systems; automated identification of traffic patterns; stochastic short-term traffic flow forecasting; transportation asset management and visualization; data collection based on Global Positioning System; evaluating highway capacity investments using a geographic information systems-based tool; visualizing and analyzing activities in an integrated space-time environment; geographic information system-based approach to identify hazardous roadway segments; wavelet-based pavement distress image edge detection; traffic signal timing using the fuzzy optimization approach; forecasting of short-term freeway volume; decision support system for predicting traffic diversion impact across transportation networks; selection and development of TransXML schemas; and forecasting short-term traffic flow.

English

133p

2007

Transportation Research Record: Journal of the Transportation Research Board

9780309104517

Print

Figures; References; Tables

Artificial intelligence; Asset management; Data collection; Decision support systems; Geographic information systems; Global Positioning System; High risk locations; Highway capacity; Image processing; Information technology; Investments; Pavement distress; Traffic diversion; Traffic flow; Traffic forecasting; Traffic signal timing; Traffic surveillance; Visualization

TransXML

Activity based analysis; Fuzzy optimization; Short term forecasts; Space-time environment; Traffic patterns

Data and Information Technology; Highways; Planning and Forecasting; I72: Traffic and Transport Planning

TRIS, TRB, ATRI

Feb 20 2008 7:53PM

• Adaptive Seasonal Time Series Models for Forecasting Short-Term Traffic Flow
• Bayesian Approach Based on Geographic Information System to Identify Hazardous Roadway Segments for Traffic Crashes
• Data Collection Based on Global Positioning System for Travel Time and Delay for Arterial Roadway Network
• Data Collection Time Intervals for Stochastic Short-Term Traffic Flow Forecasting
• Decision Support System for Predicting Traffic Diversion Impact Across Transportation Networks Using Support Vector Regression
• Evaluating Highway Capacity Investments Using a Geographic Information Systems-Based Tool: Trip-Based Full Marginal Cost Approach
• Forecasting of Short-Term Freeway Volume with v-Support Vector Machines
• Fuzzy Optimization Approach: Comparison with the Classical Optimization Method Using the Problem of Timing a Traffic Signal
• Information Technology Used to Evaluate Nontraditional Traffic Monitoring Systems
• Methodology for Selection and Development of TransXML Schemas
• Quantum-Frequency Algorithm for Automated Identification of Traffic Patterns
• Transportation Asset Management and Visualization Using Semantic Models and Google Earth
• Visualizing and Analyzing Activities in an Integrated Space-Time Environment: Temporal Geographic Information System Design and Implementation
• Wavelet-Based Pavement Distress Image Edge Detection with À Trous Algorithm