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Use of Local Linear Regression Model for Short-Term Traffic Forecasting
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Use of Local Linear Regression Model for Short-Term Traffic Forecasting (2003)Use of Local Linear Regression Model for …Dynamic Freeway Travel-Time Prediction with Probe Vehicle Data: Link Based Versus Path Based (2001)Dynamic Freeway Travel-Time P…Nonparametric Regression and Short‐Term Freeway Traffic Forecasting (1991)Nonparametric Regression and …Dynamic prediction of traffic volume through Kalman filtering theory (1984)Dynamic prediction of traffic…Transportation research (1975)Transportation researchArtificial intelligence-based vehicular traffic flow prediction methods for supporting intelligent transportation systems (2020)Artificial intelligence-based…A review of travel time estimation and forecasting for Advanced Traveller Information Systems (2014)A review of travel time estim…Dynamic near-term traffic flow prediction: system-oriented approach based on past experiences (2012)Dynamic near-term traffic flo…Online Learning Solutions for Freeway Travel Time Prediction (2008)Online Learning Solutions for…Location and Land Use: Toward a General Theory of Land Rent (1964)Measuring Urban Form: Is Portland Winning the War on Sprawl? (2004)Should Urban Transit Subsidies Be Reduced? (2009)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)Performance Evaluation of Vehicle-Based Mobile Sensor Networks for Traffic Monitoring (2008)A bayesian dynamic linear model approach for real-time short-term freeway travel time prediction (2011)Comparison of parametric and nonparametric models for traffic flow forecasting (2002)A distributed spatial–temporal weighted model on MapReduce for short-term traffic flow forecasting (2015)Short-term traffic flow prediction with LSTM recurrent neural network (2017)Spatial-Temporal Graph Attention Networks: A Deep Learning Approach for Traffic Forecasting (2019)Book Review: Time Series Analysis: Forecasting and Control (1977)Application of Subset Autoregressive Integrated Moving Average Model for Short-Term Freeway Traffic Volume Forecasting (1999)Time series analysis forecasting and control (2009)A Hybrid Deep Learning Model With Attention-Based Conv-LSTM Networks for Short-Term Traffic Flow Prediction (2020)A multivariate state space approach for urban traffic flow modeling and prediction (2003)Accurate freeway travel time prediction with state-space neural networks under missing data (2005)Short-term traffic forecasting: Where we are and where we’re going (2014)Deep learning for short-term traffic flow prediction (2017)Traffic Flow Prediction With Big Data: A Deep Learning Approach (2014)Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting (2017)Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting (2018)Traffic flow prediction models – A review of deep learning techniques (2021)Graph Neural Network for Traffic Forecasting: The Research Progress (2023)Long short-term memory neural network for traffic speed prediction using remote microwave sensor data (2015)T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction (2019)
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References

  • 1984Dynamic prediction of traffic volume through Kalman filtering theory1,115 cited
  • 1975Transportation research1,027 cited
  • 1991Nonparametric Regression and Short‐Term Freeway Traffic Forecasting526 cited
  • 2001Dynamic Freeway Travel-Time Prediction with Probe Vehicle Data: Link Based Versus Path Based286 cited

Cited by

  • 2014A review of travel time estimation and forecasting for Advanced Traveller Information Systems253 cited
  • 2020Artificial intelligence-based vehicular traffic flow prediction methods for supporting intelligent transportation systems241 cited
  • 2012Dynamic near-term traffic flow prediction: system-oriented approach based on past experiences226 cited
  • 2008Online Learning Solutions for Freeway Travel Time Prediction201 cited

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