articleTop 1% cited
LSTM-based traffic flow prediction with missing data
Neurocomputing · 2018 · Vol. 318 · pp. 297–305
Yan Tian(Zhejiang Gongshang University)Kaili Zhang(Zhejiang Gongshang University)LI Jian-yuanXianxuan Lin(Zhejiang Gongshang University)Bailin Yang✉(Zhejiang Gongshang University)
Traffic Prediction and Management TechniquesTraffic control and managementTime Series Analysis and ForecastingComputer scienceExploitTraffic flow (computer networking)SmoothingResidualData miningKey (lock)Data setSet (abstract data type)Intelligent transportation system
Funding
- National Natural Science Foundation of China
Citations
524
FWCI
35.87
field-weighted impact
References
51
Percentile
100%
vs. same field & year
Citations per year
References
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IEEE Transactions on Intelligent Transportation Systems · 2014 · 1,132 citations
Empirical Mode Decomposition based ensemble deep learning for load demand time series forecasting
Applied Soft Computing · 2017 · 447 citations
Recurrent Neural Networks for Multivariate Time Series with Missing Values
Scientific Reports · 2018 · 2,034 citations
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