00984538

Monograph

This Transportation Research Record contains 14 papers on the topic of information systems and technology. Specific subjects discussed include an algorithm for short-term traffic prediction, traffic data warehouses, fuzzy neural networks, wavelet transform to improve volume adjustment factors for rural roads, traffic simulation, genetic algorithms for location of transit repair vehicles, predicting travel times in the presence of incidents, a hybrid traffic prediction system, imputation of missing traffic counts, determination of aggregation level for Intelligent Transportation System data, a large-scale incident data archive, regression models for estimating annual average daily traffic, navigation guides that use mobile geographic information systems, and data retention and access regimes for wireless message logs.

English

127 p.

2004

Transportation Research Record

0309094747

Figures; References; Tables

Algorithms; Annual average daily traffic; Data banks; Data warehouses; Genetic algorithms; Geographic information systems; Information systems; Information technology; Integral transforms; Intelligent transportation systems; Location; Mathematical prediction; Navigational aids; Regression analysis; Traffic counts; Traffic data; Traffic forecasting; Traffic incidents; Traffic simulation; Travel time; Wavelets

Data aggregation

Fuzzy neural networks; Transit vehicles; Wireless message logs

Data and Information Technology; Highways; Operations and Traffic Management; Planning and Forecasting; Public Transportation; I72: Traffic and Transport Planning

TRIS, TRB, ATRI

Jan 13 2005 12:00AM

• DATA RETENTION AND ACCESS REGIMES FOR WIRELESS MESSAGE LOGS IN THE UNITED STATES: EXPLORATORY ANALYSIS
• DEVELOPING LOCATION-AWARE NAVIGATION GUIDES THAT USE MOBILE GEOGRAPHIC INFORMATION SYSTEMS
• DEVELOPMENT OF TRAFFICXML: PROTOTYPE XML FOR TRAFFIC SIMULATION
• DOUBLE-SIDED DETERMINATION OF AGGREGATION LEVEL FOR INTELLIGENT TRANSPORTATION SYSTEM DATA
• GENETIC ALGORITHM-BASED APPROACH FOR OPTIMAL LOCATION OF TRANSIT REPAIR VEHICLES ON A LARGE URBAN NETWORK (WITH DISCUSSION)
• GENETICALLY DESIGNED MODELS FOR ACCURATE IMPUTATION OF MISSING TRAFFIC COUNTS
• HYBRID MODEL-BASED AND MEMORY-BASED TRAFFIC PREDICTION SYSTEM
• IDENTIFYING NEAREST NEIGHBORS IN A LARGE-SCALE INCIDENT DATA ARCHIVE
• INVESTIGATION OF EXTRACTION, TRANSFORMATION, AND LOADING TECHNIQUES FOR TRAFFIC DATA WAREHOUSES
• LEARNING SYSTEMS FOR PREDICTING EXPERIENTIAL TRAVEL TIMES IN THE PRESENCE OF INCIDENTS: INSIGHTS AND LESSONS LEARNED
• ONLINE RECURSIVE ALGORITHM FOR SHORT-TERM TRAFFIC PREDICTION
• SPECIAL FACTOR ADJUSTMENT MODEL USING FUZZY-NEURAL NETWORK IN TRAFFIC PREDICTION
• USING GEOGRAPHICALLY WEIGHTED REGRESSION MODELS TO ESTIMATE ANNUAL AVERAGE DAILY TRAFFIC
• WAVELET TRANSFORM FOR FEATURE EXTRACTION TO IMPROVE VOLUME ADJUSTMENT FACTORS FOR RURAL ROADS