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A bayesian dynamic linear model approach for real-time short-term freeway travel time prediction
13 references·2 citing·39 second hop
A bayesian dynamic linear model approach for real-time short-term freeway travel time prediction (2011)A bayesian dynamic linear model approach …Travel time data collection handbook (2010)Travel time data collection h…Memory properties and fractional integration in transportation time-series (2009)Memory properties and fractio…Bayesian committee of neural networks to predict travel times with confidence intervals (2009)Bayesian committee of neural …Online Learning Solutions for Freeway Travel Time Prediction (2008)Online Learning Solutions for…A structural state space model for real-time traffic origin–destination demand estimation and prediction in a day-to-day learning framework (2007)A structural state space mode…Short-term travel time prediction (2003)Short-term travel time predic…Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results (2003)Modeling and Forecasting Vehi…Dynamic Travel Time Prediction with Real-Time and Historic Data (2003)Dynamic Travel Time Predictio…Application of Probe-Vehicle Data for Real-Time Traffic-State Estimation and Short-Term Travel-Time Prediction on a Freeway (2003)Application of Probe-Vehicle …A multivariate state space approach for urban traffic flow modeling and prediction (2003)A multivariate state space ap…Freeway Travel Time Prediction with State-Space Neural Networks: Modeling State-Space Dynamics with Recurrent Neural Networks (2002)Freeway Travel Time Predictio…Dynamic Freeway Travel-Time Prediction with Probe Vehicle Data: Link Based Versus Path Based (2001)Dynamic Freeway Travel-Time P…Day-to-Day Travel-Time Trends and Travel-Time Prediction from Loop-Detector Data (2000)Day-to-Day Travel-Time Trends…GraphSAGE-Based Traffic Speed Forecasting for Segment Network With Sparse Data (2020)GraphSAGE-Based Traffic Speed…A review of travel time estimation and forecasting for Advanced Traveller Information Systems (2014)A review of travel time estim…DEVELOPMENT OF A FREEWAY TRAFFIC MANAGEMENT PROJECT THROUGH A PUBLIC-PRIVATE PARTNERSHIP (1993)TRAVEL TIME DATA COLLECTION USING GPS (1996)DETERMINATION OF SAMPLE SIZES FOR TRAVEL TIME STUDIES (1998)Dynamic prediction of traffic volume through Kalman filtering theory (1984)Exponential smoothing: The state of the art (1985)Introduction to Time Series and Forecasting (2002)Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting (2018)Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (2019)T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction (2019)Travel times as a basic part of the LISB guidance strategy (1990)Combining kohonen maps with arima time series models to forecast traffic flow (1996)A Simple and Effective Method for Predicting Travel Times on Freeways (2004)Bus arrival time prediction at bus stop with multiple routes (2011)Short-term traffic speed forecasting hybrid model based on Chaos–Wavelet Analysis-Support Vector Machine theory (2012)Short‐term traffic forecasting: Overview of objectives and methods (2004)Travel-Time Prediction With Support Vector Regression (2004)Travel time estimation for urban road networks using low frequency probe vehicle data (2013)Revealing the day-to-day regularity of urban congestion patterns with 3D speed maps (2017)Forecasting Travel Time (1996)Travel Time Forecasting and Dynamic Origin-Destination Estimation for Freeways Based on Bluetooth Traffic Monitoring (2010)Traffic flow prediction based on combination of support vector machine and data denoising schemes (2019)Forecasting with Dynamic Regression Models (1991)Forecasting Freeway Link Travel Times with a Multilayer Feedforward Neural Network (1999)An object-oriented neural network approach to short-term traffic forecasting (2001)Utilizing Real-World Transportation Data for Accurate Traffic Prediction (2012)Spatiotemporal traffic forecasting: review and proposed directions (2018)AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting (2021)VEHICLE PROBES AS REAL-TIME ATMS SOURCES OF DYNAMIC O-D AND TRAVEL TIME DATA (1993)Performance Evaluation of Vehicle-Based Mobile Sensor Networks for Traffic Monitoring (2008)Traffic Flow Forecasting: Comparison of Modeling Approaches (1997)Forecasting Traffic Flow Conditions in an Urban Network: Comparison of Multivariate and Univariate Approaches (2003)Road Traffic Forecasting: Recent Advances and New Challenges (2018)Short-term traffic flow prediction based on spatio-temporal analysis and CNN deep learning (2019)Dynamic network models and driver information systems (1991)System Optimal Dynamic Assignment for Electronic Route Guidance in a Congested Traffic Network (1995)Metamodels for estimating waterway delays through series of queues (1998)Performance Evaluation of Short-Term Time-Series Traffic Prediction Model (2002)Travel time prediction under heterogeneous traffic conditions using global positioning system data from buses (2009)Use of Local Linear Regression Model for Short-Term Traffic Forecasting (2003)
this work references cited by second hop

References

  • 2003Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results2,210 cited
  • 2003A multivariate state space approach for urban traffic flow modeling and prediction518 cited
  • 2003Short-term travel time prediction325 cited
  • 2003Dynamic Travel Time Prediction with Real-Time and Historic Data296 cited
  • 2003Application of Probe-Vehicle Data for Real-Time Traffic-State Estimation and Short-Term Travel-Time Prediction on a Freeway294 cited
  • 2002Freeway Travel Time Prediction with State-Space Neural Networks: Modeling State-Space Dynamics with Recurrent Neural Networks288 cited
  • 2001Dynamic Freeway Travel-Time Prediction with Probe Vehicle Data: Link Based Versus Path Based286 cited
  • 2000Day-to-Day Travel-Time Trends and Travel-Time Prediction from Loop-Detector Data275 cited
  • 2010Travel time data collection handbook274 cited
  • 2007A structural state space model for real-time traffic origin–destination demand estimation and prediction in a day-to-day learning framework205 cited
  • 2008Online Learning Solutions for Freeway Travel Time Prediction201 cited
  • 2009Bayesian committee of neural networks to predict travel times with confidence intervals150 cited
  • 2009Memory properties and fractional integration in transportation time-series112 cited

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2014
A review of travel time estimation and forecasting for Advanced Traveller Information Systems
253 cited
  • 2020GraphSAGE-Based Traffic Speed Forecasting for Segment Network With Sparse Data215 cited