Multi-step Ahead Prediction of Traffic Speed Based on Attention-based CNN-LSTM-BiLSTM
Author:
Affiliation:
1. College of Mathematics and Statistics Northwest Normal University,Lanzhou,China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9943793/9943812/09943838.pdf?arnumber=9943838
Reference23 articles.
1. A probabilistic estimation of traffic congestion using Bayesian network
2. Urban flow prediction from spatiotemporal data using machine learning: A survey
3. Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning
4. Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction
5. LSTM network: a deep learning approach for short‐term traffic forecast
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