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Forecasting of Short-Term Freeway Volume with v-Support Vector Machines
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Forecasting of Short-Term Freeway Volume with v-Support Vector Machines (2007)Forecasting of Short-Term Freeway Volume …Use of sequential learning for short-term traffic flow forecasting (2001)Use of sequential learning fo…Short-Term Freeway Traffic Volume Forecasting Using Radial Basis Function Neural Network (1998)Short-Term Freeway Traffic Vo…Time Series Analysis: Forecasting and Control (1977)Time Series Analysis: Forecas…Machine Learning-based traffic prediction models for Intelligent Transportation Systems (2020)Machine Learning-based traffi…Daily long-term traffic flow forecasting based on a deep neural network (2018)Daily long-term traffic flow …An Improved Fuzzy Neural Network for Traffic Speed Prediction Considering Periodic Characteristic (2017)An Improved Fuzzy Neural Netw…Long short-term memory neural network for traffic speed prediction using remote microwave sensor data (2015)Long short-term memory neural…Short-term traffic forecasting: Where we are and where we’re going (2014)Short-term traffic forecastin…Short-term traffic speed forecasting hybrid model based on Chaos–Wavelet Analysis-Support Vector Machine theory (2012)Short-term traffic speed fore…Dynamic prediction of traffic volume through Kalman filtering theory (1984)Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results (2003)Using LSTM and GRU neural network methods for traffic flow prediction (2016)LSTM network: a deep learning approach for short‐term traffic forecast (2017)GMAN: A Graph Multi-Attention Network for Traffic Prediction (2020)Transportation research (1975)MODELING SCHEDULE DEVIATIONS OF BUSES USING AUTOMATIC VEHICLE-LOCATION DATA AND ARTIFICIAL NEURAL NETWORKS (1995)Artificial Neural Network-Based Approach To Modeling Trip Production (1996)Combining forecasts: A review and annotated bibliography (1989)Combining forecasts: A review and annotated bibliography (1990)Statistical and Econometric Methods for Transportation Data Analysis (2003)Short‐term traffic forecasting: Overview of objectives and methods (2004)Travel-Time Prediction With Support Vector Regression (2004)A hybrid short-term traffic flow forecasting method based on spectral analysis and statistical volatility model (2013)Short-term traffic flow rate forecasting based on identifying similar traffic patterns (2015)Urban traffic congestion estimation and prediction based on floating car trajectory data (2015)Wavelet Packet‐Autocorrelation Function Method for Traffic Flow Pattern Analysis (2004)Neural network based temporal feature models for short-term railway passenger demand forecasting (2008)Short-term freeway traffic parameter prediction: Application of grey system theory models (2016)Traffic prediction using artificial intelligence: Review of recent advances and emerging opportunities (2022)Traffic Flow Prediction With Big Data: A Deep Learning Approach (2014)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)Deep learning for short-term traffic flow prediction (2017)Adaptive Multi-Kernel SVM With Spatial–Temporal Correlation for Short-Term Traffic Flow Prediction (2018)Short-term traffic flow prediction based on spatio-temporal analysis and CNN deep learning (2019)A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation (2021)Using daily stock returns (1985)Generalized autoregressive conditional heteroskedasticity (1986)Introductory Econometrics for Finance (2008)
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References

  • 1977Time Series Analysis: Forecasting and Control6,592 cited
  • 2001Use of sequential learning for short-term traffic flow forecasting200 cited
  • 1998Short-Term Freeway Traffic Volume Forecasting Using Radial Basis Function Neural Network175 cited

Cited by

  • 2015Long short-term memory neural network for traffic speed prediction using remote microwave sensor data2,259 cited
  • 2014Short-term traffic forecasting: Where we are and where we’re going1,248 cited
  • 2017An Improved Fuzzy Neural Network for Traffic Speed Prediction Considering Periodic Characteristic369 cited
  • 2020Machine Learning-based traffic prediction models for Intelligent Transportation Systems350 cited
  • 2012Short-term traffic speed forecasting hybrid model based on Chaos–Wavelet Analysis-Support Vector Machine theory290 cited
  • 2018Daily long-term traffic flow forecasting based on a deep neural network173 cited

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