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Should we use neural networks or statistical models for short-term motorway traffic forecasting?
1 references·5 citing·25 second hop
Should we use neural networks or statistical models for short-term motorway traffic forecasting? (1997)Should we use neural networks or statisti…Short-term inter-urban traffic forecasts using neural networks (1997)Short-term inter-urban traffi…Short‐Term Traffic Speed Prediction for an Urban Corridor (2016)Short‐Term Traffic Speed Pred…New Bayesian combination method for short-term traffic flow forecasting (2014)New Bayesian combination meth…The retrieval of intra-day trend and its influence on traffic prediction (2012)The retrieval of intra-day tr…Forecasting of Short-Term Freeway Volume with v-Support Vector Machines (2007)Forecasting of Short-Term Fre…Use of sequential learning for short-term traffic flow forecasting (2001)Use of sequential learning fo…SHORT-TERM TRAFFIC FLOW PREDICTION: NEURAL NETWORK APPROACH (1994)Traffic flow forecasting by seasonal SVR with chaotic simulated annealing algorithm (2011)Urban traffic flow forecasting through statistical and neural network bagging ensemble hybrid modeling (2015)Sequence to sequence learning with attention mechanism for short-term passenger flow prediction in large-scale metro system (2019)Dynamic prediction of traffic volume through Kalman filtering theory (1984)Comparison of parametric and nonparametric models for traffic flow forecasting (2002)Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment (2009)A spatiotemporal correlative k-nearest neighbor model for short-term traffic multistep forecasting (2015)Short-term forecasting of passenger demand under on-demand ride services: A spatio-temporal deep learning approach (2017)Spatial-Temporal Transformer Networks for Traffic Flow Forecasting (2020)Combining kohonen maps with arima time series models to forecast traffic flow (1996)Traffic Flow Forecasting: Comparison of Modeling Approaches (1997)Long short-term memory neural network for traffic speed prediction using remote microwave sensor data (2015)Deep learning for short-term traffic flow prediction (2017)Introduction to Time Series and Forecasting (2002)Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results (2003)Short-term traffic forecasting: Where we are and where we’re going (2014)Traffic Flow Prediction With Big Data: A Deep Learning Approach (2014)Using LSTM and GRU neural network methods for traffic flow prediction (2016)Time Series Analysis: Forecasting and Control (1977)An Improved Fuzzy Neural Network for Traffic Speed Prediction Considering Periodic Characteristic (2017)Travel-Time Prediction With Support Vector Regression (2004)Short‐Term Traffic Speed Forecasting Based on Attention Convolutional Neural Network for Arterials (2018)Deep Temporal Convolutional Networks for Short-Term Traffic Flow Forecasting (2019)Big data algorithms and applications in intelligent transportation system: A review and bibliometric analysis (2020)
this work references cited by second hop

References

  • 1997Short-term inter-urban traffic forecasts using neural networks286 cited

Cited by

  • 2001Use of sequential learning for short-term traffic flow forecasting201 cited
  • 2014New Bayesian combination method for short-term traffic flow forecasting190 cited
  • 2016Short‐Term Traffic Speed Prediction for an Urban Corridor186 cited
  • 2012The retrieval of intra-day trend and its influence on traffic prediction185 cited
  • 2007Forecasting of Short-Term Freeway Volume with v-Support Vector Machines180 cited

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