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Travel time estimation for urban road networks using low frequency probe vehicle data
10 references·4 citing·45 second hop
Travel time estimation for urban road networks using low frequency probe vehicle data (2013)Travel time estimation for urban road net…Probabilistic Multimodal Map Matching With Rich Smartphone Data (2013)Probabilistic Multimodal Map …Valuing travel time variability: Characteristics of the travel time distribution on an urban road (2012)Valuing travel time variabili…Arterial travel time forecast with streaming data: A hybrid approach of flow modeling and machine learning (2012)Arterial travel time forecast…Spatio-temporal autocorrelation of road network data (2011)Spatio-temporal autocorrelati…Using Bus Probe Data for Analysis of Travel Time Variability (2009)Using Bus Probe Data for Anal…Introduction to Spatial Econometrics (2009)Introduction to Spatial Econo…An Introduction to Spatial Econometrics (2008)An Introduction to Spatial Ec…Estimating Path Travel-Time Reliability (2006)Estimating Path Travel-Time R…VEHICLE PROBES AS REAL-TIME ATMS SOURCES OF DYNAMIC O-D AND TRAVEL TIME DATA (1993)VEHICLE PROBES AS REAL-TIME A…Spatial Econometrics: Methods and Models (1988)Spatial Econometrics: Methods…Traffic prediction using artificial intelligence: Review of recent advances and emerging opportunities (2022)Traffic prediction using arti…When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks (2018)When Will You Arrive? Estimat…Learning to Estimate the Travel Time (2018)Learning to Estimate the Trav…A review of travel time estimation and forecasting for Advanced Traveller Information Systems (2014)A review of travel time estim…A New Status Index Derived from Sociometric Analysis (1953)Power and Centrality: A Family of Measures (1987)Applied Spatial Econometrics: Raising the Bar (2010)Matlab Software for Spatial Panels (2012)Comparing Implementations of Estimation Methods for Spatial Econometrics (2015)Transportation research (1975)Can using global positioning system (GPS) improve trip reporting? (1999)Tracking survey for individual travel behaviour using mobile communication instruments (2004)Travel through time: the story of research on travel time reliability (2013)A copula-based approach for estimating the travel time reliability of urban arterial (2017)Analysis of bus travel time distributions for varying horizons and real-time applications (2017)An object-oriented neural network approach to short-term traffic forecasting (2001)Short‐term traffic forecasting: Overview of objectives and methods (2004)Travel-Time Prediction With Support Vector Regression (2004)Revealing the day-to-day regularity of urban congestion patterns with 3D speed maps (2017)Maximum Likelihood Estimation of Models for Residual Covariance in Spatial Regression (1984)Problems with Likelihood Estimation of Covariance Functions of Spatial Gaussian Processes (1987)Advanced Spatial Statistics (1988)Designing Social Inquiry (1994)General Diagnostic Tests for Cross Section Dependence in Panels (2004)Time Series Analysis Forecasting and Control. (1971)Book Review: Time Series Analysis: Forecasting and Control (1977)Local Indicators of Spatial Association—LISA (1995)Globalisation, Networking, Urbanisation: Reflections on the Spatial Dynamics of the Information Age (2010)Short-term traffic forecasting: Where we are and where we’re going (2014)Deep Spatial–Temporal 3D Convolutional Neural Networks for Traffic Data Forecasting (2019)Accurate freeway travel time prediction with state-space neural networks under missing data (2005)A Bayesian Network Approach to Traffic Flow Forecasting (2006)VTrack (2009)Learning the Dynamics of Arterial Traffic From Probe Data Using a Dynamic Bayesian Network (2012)Optimized Graph Convolution Recurrent Neural Network for Traffic Prediction (2020)Travel time estimation of a path using sparse trajectories (2014)DNN-based prediction model for spatio-temporal data (2016)Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction (2017)How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey (2020)A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation (2021)Travel time prediction with LSTM neural network (2016)ConSTGAT (2020)Spatio-Temporal Meta Learning for Urban Traffic Prediction (2020)Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting (2017)Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting (2018)Graph WaveNet for Deep Spatial-Temporal Graph Modeling (2019)Traffic flow matrix-based graph neural network with attention mechanism for traffic flow prediction (2023)The smart future for sustainable development: Artificial intelligence solutions for sustainable urbanization (2024)THE SLX MODEL (2015)
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References

  • 1988Spatial Econometrics: Methods and Models9,755 cited
  • 2009Introduction to Spatial Econometrics5,727 cited
  • 2008An Introduction to Spatial Econometrics3,043 cited
  • 2012Arterial travel time forecast with streaming data: A hybrid approach of flow modeling and machine learning184 cited
  • 2011Spatio-temporal autocorrelation of road network data169 cited
  • 2009Using Bus Probe Data for Analysis of Travel Time Variability131 cited
  • 2006Estimating Path Travel-Time Reliability105 cited
  • 2012Valuing travel time variability: Characteristics of the travel time distribution on an urban road82 cited
  • 2013Probabilistic Multimodal Map Matching With Rich Smartphone Data71 cited
  • 1993VEHICLE PROBES AS REAL-TIME ATMS SOURCES OF DYNAMIC O-D AND TRAVEL TIME DATA45 cited

Cited by

  • 2018When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks376 cited
  • 2022Traffic prediction using artificial intelligence: Review of recent advances and emerging opportunities305 cited
  • 2018Learning to Estimate the Travel Time269 cited
  • 2014A review of travel time estimation and forecasting for Advanced Traveller Information Systems253 cited

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