Traffic Flow Prediction for Road Transportation Networks With Limited Traffic Data
Explore this paper's citation graph
- Type
- article
- Published
- 2015-04-01
- Cited by
- 334
- References
- 48
- OpenAlex
- https://openalex.org/W1977153226
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:1133508
Keywords
Traffic flow (computer networking), Traffic generation model, Traffic congestion reconstruction with Kerner's three-phase theory, Floating car data, Computer science
References
- THE KALMAN FILTERING APPROACHES IN SOME TRANSPORTATION AND TRAFFIC PROBLEMS
- Space-time modeling of traffic flow
- CONTRIBUTION OF HIGHWAY CAPITAL TO INDUSTRY AND NATIONAL PRODUCTIVITY GROWTH
- A Gradient Descent Algorithm on the Grassman Manifold for Matrix Completion
- Accurate freeway travel time prediction with state-space neural networks under missing data
- Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results
- Selection of the order of an autoregressive model by Akaike's information criterion
- Non-parametric regression for space-time forecasting under missing data
- Short‐Term Traffic Volume Forecasting Using Kalman Filter with Discrete Wavelet Decomposition
- Real-time road traffic prediction with spatio-temporal correlations
- Spectral Basis Neural Networks for Real-Time Travel Time Forecasting
- Real-time freeway traffic state estimation based on extended Kalman filter: a general approach
- On the Limitations of Linear Models in Predicting Travel Times
- Estimation of trip matrices from traffic counts and survey data: A generalized least squares estimator
- Efficient missing data imputing for traffic flow by considering temporal and spatial dependence
- Adjustment of O-D trip matrices from observed volumes: An algorithmic approach based on conjugate directions
- Urban Freeway Traffic Flow Prediction: Application of Seasonal Autoregressive Integrated Moving Average and Exponential Smoothing Models
- The retrieval of intra-day trend and its influence on traffic prediction
- Comparison of modelling approaches for short term traffic prediction under normal and abnormal conditions
- Goodness of fit statistics for trip distribution models
Cited by
- Emergency Situation Prediction Mechanism: A Novel Approach for Intelligent Transportation System Using Vehicular Ad Hoc Networks
- A Hybrid Method for Short-Term Traffic Congestion Forecasting Using Genetic Algorithms and Cross Entropy
- Audio Surveillance of Roads: A System for Detecting Anomalous Sounds
- Data collection and analysis of macroscopic real-time urban traffic flow
- CT-Mapper: Mapping sparse multimodal cellular trajectories using a multilayer transportation network
- Bag of Contextual-Visual Words for Road Scene Object Detection From Mobile Laser Scanning Data
- Public Vehicles for Future Urban Transportation
- Improved Rule Installation for Real-Time Query Service in Software-Defined Internet of Vehicles
- Dynamic Vehicular Route Guidance Using Traffic Prediction Information
- A Novel Dynamic Measurement System for Evaluating the Braking Coordination of Articulated Vehicles
- Inferring user multimodal trajectories from cellular network metadata in metropolitan areas. (Inférence des déplacements humains sur un réseau de transport multimodal par l'analyse des meta-données d'un réseau mobile)
- Self-Balancing Decentralized Distributed Platform for Urban Traffic Simulation
- Intelligent driver assist system for urban driving
- Using big data from the web to train Chinese traffic word representation model in vector space
- FCCF: forecasting citywide crowd flows based on big data
- Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction
- Key Technology of Real-Time Road Navigation Method Based on Intelligent Data Research
- Vehicular Network-Aware Route Selection Considering Communication Requirements of Users for ITS
- The framework of using models for comparative assessment of traffic sensors
- Interpreting traffic dynamics using ubiquitous urban data
Related papers
- Traffic network design by cellular automaton-based traffic simulator
- Switching Model of Traffic Network and Its Congestion Control and Scheduling Algorithm
- Traffic Congestion Control of Traffic Network
- Urban traffic congestion propagation and bottleneck identification
- Study of Traffic Flow Adjustment Methods to Congestion Area Based on TransModeler
- Urban traffic congestion propagation and bottleneck identification
- Dynamic Analysis of Traffic State and Congestion Propagation on Bidirectional Grid Network
- Building the Traffic Flow Network with Taxi GPS Trajectories and Its Application to Identify Urban Congestion Areas for Traffic Planning
- Intelligence in traffic simulation model: Modeling congested network
- A Novel Method for Traffic Bottlenecks Identification in Urban Traffic Network