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    SVRGSA: a hybrid learning based model for short-term traffic flow forecasting

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    Cai, Lingru / Chen, Qian / Cai, Weihong et al. | IET | 2019
    Keywords: short-term traffic flow forecasting , poor forecasting accuracy , hybrid traffic flow forecasting model , time series prediction problems , efficient forecasting model , robust forecasting model , forecasting theory

    Investigating long-term vehicle speed prediction based on BP-LSTM algorithms

    Free access
    Yufang, Li / Mingnuo, Chen / Wanzhong, Zhao | IET | 2019
    Keywords: accurate on-road vehicle speed prediction , prediction accuracy , long-term vehicle speed prediction , long-term individual vehicle speed prediction , energy consumption prediction , long-term prediction , short-term prediction , prediction performance , novel data-driven vehicle speed prediction method , travel time prediction

    Distributed maximum likelihood estimation for flow and speed density prediction in distributed traffic detectors with Gaussian mixture model assumption

    Ramezani, A. / Moshiri, B. / Kian, A.R. et al. | IET | 2012
    Keywords: expectation-maximisation algorithm

    Hybrid dual Kalman filtering model for short-term traffic flow forecasting

    Free access
    Zhou, Teng / Jiang, Dazhi / Lin, Zhizhe et al. | IET | 2019
    Keywords: short-term traffic flow forecasting , forecasting theory

    Time-aware gated recurrent unit networks for forecasting road surface friction using historical data with missing values

    Free access
    Pu, Ziyuan / Cui, Zhiyong / Wang, Shuo et al. | IET | 2020
    Keywords: weather forecasting , forecasting accuracy , forecasting road surface friction , accurate road surface friction forecasting algorithm , forecasting theory , road surface friction prediction , existing prediction methods , multiple forecasting models

    Dynamic near-term traffic flow prediction: system-oriented approach based on past experiences

    Chang, H. / Lee, Y. / Yoon, B. et al. | IET | 2012
    Keywords: forecasting theory

    Road traffic network state prediction based on a generative adversarial network

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    Xu, Dongwei / Peng, Peng / Wei, Chenchen et al. | IET | 2020
    Keywords: prediction accuracy , traffic network state prediction model , road traffic network state prediction , traffic state prediction

    Trajectory prediction for intelligent vehicles using spatial-attention mechanism

    Free access
    Yan, Jun / Peng, Zifeng / Yin, Huilin et al. | IET | 2021
    Keywords: sequence-to-sequence prediction problem , prediction accuracy , interaction aware prediction methods , trajectory prediction

    Predicting vacant parking space availability: an SVR method with fruit fly optimisation

    Free access
    Fan, Junkai / Hu, Qian / Tang, Zhenzhou | IET | 2018
    Keywords: prediction scenarios , FOA-SVR prediction model , commonly used prediction models , novel prediction model

    Deep learning-based hybrid model for short-term subway passenger flow prediction using automatic fare collection data

    Free access
    Jia, Feifan / Li, Haiying / Jiang, Xi et al. | IET | 2019
    Keywords: prediction results , current prediction models , short-term subway passenger flow prediction , short-term passenger flow prediction , prediction model

    Segmentation of vehicle detector data for improved k-nearest neighbours-based traffic flow prediction

    Free access
    Bernaś , Marcin / Płaczek, Bartłomiej / Porwik, Piotr et al. | IET | 2015
    Keywords: traffic flow prediction , traffic volume prediction

    Prediction of energy consumption for new electric vehicle models by machine learning

    Free access
    Fukushima, Arika / Yano, Toru / Imahara, Shuichiro et al. | IET | 2018
    Keywords: energy consumption prediction , prediction error rate , driving range prediction

    Forecasting usage and bike distribution of dockless bike-sharing using journey data

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    Hua, Mingzhuang / Chen, Jingxu / Chen, Xuewu et al. | IET | 2020
    Keywords: bike distribution forecasting , usage gap prediction , usage forecasting , forecasting theory

    Spatial econometrics models for congestion prediction with in-vehicle route guidance

    Hu, J. / Kaparias, I. / Bell, M.G.H. | IET | 2009
    Keywords: forecasting theory

    Hybrid short-term prediction of traffic volume at ferry terminal based on data fusion

    Free access
    Zhang, Weibin / Tang, Jinjun / Kristian, Henrickson et al. | IET | 2016
    Keywords: short-term traffic prediction , ferry traffic prediction , hybrid short-term prediction

    Short-term passenger flow forecast of urban rail transit based on GPR and KRR

    Free access
    Guo, Zhiqiang / Zhao, Xin / Chen, Yaxin et al. | IET | 2019
    Keywords: hybrid prediction model , forecasting theory , prediction accuracy , GPR prediction result , final prediction , short-term passenger flow forecasting

    Prediction of vehicle energy consumption on a planned route based on speed features forecasting

    Free access
    Yufang, Li / Jun, Zhang / Chen, Ren et al. | IET | 2020
    Keywords: long-term vehicle speed feature prediction model , energy consumption prediction model , long-term vehicle speed prediction , speed sequence prediction

    Short-term traffic flow prediction using fuzzy information granulation approach under different time intervals

    Free access
    Guo, Jianhua / Liu, Zhao / Huang, Wei et al. | IET | 2017
    Keywords: traffic flow forecasting , short-term traffic flow forecasting system , short-term traffic flow prediction , point prediction , interval prediction

    GPS-data-driven dynamic destination prediction for on-demand one-way carsharing system

    Free access
    Wang, Lei / Zhong, Yugao / Ma, Wanjing | IET | 2018
    Keywords: positive prediction rate , dynamic prediction procedure , GPS-data-driven dynamic destination prediction , prediction result