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1

Short-term traffic flow prediction studies integrated with external properties

融合外部属性的短时交通流预测研究

Wang Qingrong

Wu Yuyu

Zhu Changfeng

Wang Yuan

traffic flow prediction

graph wavelet transformation

adaptive matrix

external factors

gating cycle mechanism

attention mechanism

No. 10, 2022 : 2974-2978 doi:10.19734/j.issn.1001-3695.2022.04.0119

2

Outlier-identified Kalman filter for short-term traffic flow forecasting

基于异常值识别卡尔曼滤波器的短期交通流预测

Bai Weihua

Zhang Chuanbin

Zhang Shuangyi

Zhou Teng

Kalman filter

active noise control

short-term traffic flow forecasting

state vector

No. 3, 2021 : 817-821 doi:10.19734/j.issn.1001-3695.2020.03.0070

3

Short-term traffic flow velocity prediction model based on time series and BP-ANN

基于时间序列与BP-ANN的短时交通流速度预测模型研究

Tian Ruijie

Zhang Weishi

Zhai Huawei

time series

artificial neural network

short-term prediction

traffic flow velocity

No. 11, 2019 : 3262-3265,3329 doi:10.19734/j.issn.1001-3695.2018.06.0308

4

Short-term traffic flow forecasting based on kernel learning methods

基于核学习方法的短时交通流量预测

Wang Qiuli

Li Jun

kernel learning methods

short-term traffic flow

forecasting

No. 3, 2019 : 696-700 doi:10.19734/j.issn.1001-3695.2017.09.0916

Search short-term traffic flow

Searchshort-term traffic flowreturned 4 results

Short-term traffic flow prediction studies integrated with external properties

Outlier-identified Kalman filter for short-term traffic flow forecasting

Short-term traffic flow velocity prediction model based on time series and BP-ANN

Short-term traffic flow forecasting based on kernel learning methods