Development and evaluation of a hybrid travel time forecasting model
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Summary
This study shows that adopting GIS technologies in link travel time forecasting is efficient for achieving two goals: reducing computational delay and increasing forecasting accuracy.
- Type
- article
- Published
- 2000-02-01
- Cited by
- 98
- References
- 18
- OpenAlex
- https://openalex.org/W1972266369
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:108692216
Keywords
Computer science, Geographic information system, Travel time, Parametric statistics, Data mining
References
- GEOGRAPHIC INFORMATION SYSTEMS IN TRANSPORTATION (GIS-T) : AN INFRASTRUCTURE MANAGEMENT INFORMATION SYSTEMS TOOL
- INTEGRATION OF GIS WITH A TRAVEL DEMAND FORECASTING MODEL FOR TRANSPORTATION PLANNING
- Urban Traffic Networks
- ISSUES IN GIS FOR TRANSPORTATION
- TRANSIMS software architecture for IOC-1
- GIS LINKS COUNTY TO OTHER TRANSPORTATION PLANNERS
- Integrating Transportation Planning Models with GIS: Issues and Prospects
- A hybrid travel demand model with GIS and expert systems
- Neural Network Models for Traffic Control and Congestion Prediction
- Computing and modeling issues in wide-area Advanced Traveler Information Systems
- Multiple user classes real-time traffic assignment for online operations: A rolling horizon solution framework
- Adaptation of Geographic Information Systems to Highway Management
- A Dynamic Traffic Model System for ATMS/ATIS Operations
- An integrated urban systems model with GIS
- A Review of Dynamic Assignment and Traffic Stimulation Models for ATIS/ATMS Applications
- The dynamics of iterated transportation simulations
- AN ON-LINE DYNAMIC TRAFFIC PREDICTION MODEL FOR AN INTER-URBAN MOTORWAY NETWORK
- Development of a Data Exchange Protocol between EMME/2 and ARC/INFO
Cited by
- Short Term Traffic Prediction Models
- A methodology (CUPRITE) for urban network travel time estimation by integrating multisource data
- Neural Network Based Traffic Flow Model for Urban Arterial Travel Time Prediction
- NONPARAMETRIC REGRESSION ESTIMATION OF HOUSEHOLD VMT
- Dynamic Travel Time Prediction using Pattern Recognition
- Assessment of Data Quality Needs for Use in Transportation Applications
- Data integration for urban transport planning
- Prediction of urban travel times with intersection delays
- Modelling urban travel times
- An integrated GIS and micro-simulation system for dynamic routing
- A practical route guidance approach based on historical and real-time traffic effects
- Spectral and time‐frequency analyses of freeway traffic flow
- Towards Developing a Travel Time Forecasting Model for Location-Based Services: a Review
- Hybrid Approaches to Estimating Freeway Travel Times Using Point Traffic Detector Data
- Arterial travel time estimation : revisiting the classical procedure
- Short-term traffic flow rate forecasting based on identifying similar traffic patterns
- A Reliable Travel Time Prediction System With Sparsely Distributed Detectors
- Travel Time Prediction under Egypt Heterogeneous Traffic Conditions using Neural Network and Data Fusion
- Freeway Travel Time Prediction Using Takagi–Sugeno–Kang Fuzzy Neural Network
- UTIS (Urban Transportation Information System) a geo-spatial transport database
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