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  1. 1
    Short-Term Traffic Flow Forecasting by Selecting Appropriate Predictions Based on Pattern Matching
    by Dongfang Ma, Bowen Sheng, Sheng Jin, Xiaolong Ma, Peng Gao
    Published 2018-01-01
    Subjects: “...Short-term traffic flow...”
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    Article
  2. 2
    Short Term Traffic Flow Prediction of Urban Road Using Time Varying Filtering Based Empirical Mode Decomposition
    by Yanpeng Wang, Leina Zhao, Shuqing Li, Xinyu Wen, Yang Xiong
    Published 2020-03-01
    Subjects: “...short-term traffic flow prediction...”
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    Article
  3. 3
    Application of Quantum Genetic Optimization of LVQ Neural Network in Smart City Traffic Network Prediction
    Subjects: “...short-term traffic flow prediction...”
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    Article
  4. 4
    Multi-Lane Short-Term Traffic Forecasting With Convolutional LSTM Network
    by Yixuan Ma, Zhenji Zhang, Alexander Ihler
    Published 2020-01-01
    Subjects: “...Short-term traffic flow prediction...”
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    Article
  5. 5
    Freeway Short-Term Traffic Flow Forecasting by Considering Traffic Volatility Dynamics and Missing Data Situations
    by Zhang, Yanru
    Published 2012
    Subjects: “...Short-Term Traffic Flow Forecasting...”
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  6. 6
    A Hybrid Short-term Traffic Flow Forecasting Method Based on Neural Networks Combined with K-Nearest Neighbor
    by Zhao Liu, Jianhua Guo, Jinde Cao, Yun Wei, Wei Huang
    Published 2018-08-01
    Subjects: “...short-term traffic flow forecasting...”
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    Article
  7. 7
    Research on Path Planning Model Based on Short-Term Traffic Flow Prediction in Intelligent Transportation System
    by Dongjie Zhu, Haiwen Du, Yundong Sun, Ning Cao
    Published 2018-12-01
    Subjects: “...short-term traffic flow prediction...”
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    Article
  8. 8
    Effect of Multi-Scale Decomposition on Performance of Neural Networks in Short-Term Traffic Flow Prediction
    by Haichao Huang, Jingya Chen, Xinting Huo, Yufei Qiao, Lei Ma
    Published 2021-01-01
    Subjects: “...short-term traffic flow...”
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    Article
  9. 9
    Ensemble Learning Multiple LSSVR With Improved Harmony Search Algorithm for Short-Term Traffic Flow Forecasting
    by Xiaobo Chen, Xinwen Cai, Jun Liang, Qingchao Liu
    Published 2018-01-01
    Subjects: “...short-term traffic flow prediction...”
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    Article
  10. 10
    Short-term Traffic Flow Prediction Based on Genetic Artificial Neural Network and Exponential Smoothing
    by Changxi Ma, Limin Tan, Xuecai Xu
    Published 2020-11-01
    Subjects: “...short-term traffic flow prediction...”
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    Article
  11. 11
    Short-Term Traffic Flow Forecasting Based on Data-Driven Model
    by Su-qi Zhang, Kuo-Ping Lin
    Published 2020-01-01
    Subjects: “...short-term traffic flow...”
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    Article
  12. 12
    Expressway Exit Traffic Flow Prediction for ETC and MTC Charging System Based on Entry Traffic Flows and LSTM Model
    by Zhu Chen, Bangyu Wu, Bin Li, Housong Ruan
    Published 2021-01-01
    Subjects: “...Short-term traffic flow prediction...”
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    Article
  13. 13
    Short-Term Traffic Flow Prediction Using the Modified Elman Recurrent Neural Network Optimized Through a Genetic Algorithm
    Subjects: “...short-term traffic flow prediction...”
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    Article
  14. 14
    PSO-ELM: A Hybrid Learning Model for Short-Term Traffic Flow Forecasting
    Subjects: “...Short-term traffic flow forecasting...”
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    Article
  15. 15
    Period Division-Based Markov Models for Short-Term Traffic Flow Prediction
    by Ronghan Yao, Wensong Zhang, Dong Zhang
    Published 2020-01-01
    Subjects: “...Short-term traffic flow...”
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    Article
  16. 16
    Hybrid LSTM Neural Network for Short-Term Traffic Flow Prediction
    by Yuelei Xiao, Yang Yin
    Published 2019-03-01
    Subjects: “...short-term traffic flow prediction...”
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    Article
  17. 17
    Short-Term Traffic Flow Prediction Method for Urban Road Sections Based on Space–Time Analysis and GRU
    by Guowen Dai, Changxi Ma, Xuecai Xu
    Published 2019-01-01
    Subjects: “...short-term traffic flow prediction...”
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    Article
  18. 18
    An Approach for Filter Divergence Suppression in a Sequential Data Assimilation System and Its Application in Short-Term Traffic Flow Forecasting
    by Xiaohua Tong, Runjie Wang, Wenzhong Shi, Zhiyuan Li
    Published 2020-05-01
    Subjects: “...short-term traffic flow forecasting...”
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    Article
  19. 19
    Short-Term Traffic Prediction Based on Genetic Algorithm Improved Neural Network
    Subjects: “...short-term traffic flow prediction...”
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    Article
  20. 20
    Effect of Time Intervals on K-nearest Neighbors Model for Short-term Traffic Flow Prediction
    Subjects: “...short-term traffic flow forecasting...”
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    Article
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