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Traffic flow prediction by an ensemble framework with data denoising and deep learning model

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References

2019Short-term traffic flow prediction based on spatio-temporal analysis and CNN deep learning385 cited
2017An Improved Fuzzy Neural Network for Traffic Speed Prediction Considering Periodic Characteristic369 cited
2020Spatial temporal incidence dynamic graph neural networks for traffic flow forecasting347 cited
2014Traffic Flow Prediction for Road Transportation Networks With Limited Traffic Data346 cited
2007Short‐Term Traffic Volume Forecasting Using Kalman Filter with Discrete Wavelet Decomposition324 cited
2019An effective spatial-temporal attention based neural network for traffic flow prediction288 cited
2019Traffic flow prediction based on combination of support vector machine and data denoising schemes220 cited
2020Statistical and machine-learning methods for clearance time prediction of road incidents: A methodology review151 cited
2018Identifying activities and trips with GPS data26 cited

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2021A hybrid deep learning model with 1DCNN-LSTM-Attention networks for short-term traffic flow prediction250 cited

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