Search Result

1

Traffic flow prediction method based on spatial temporal position attention graph neural network

基于时空位置关注图神经网络的交通流预测方法

He Ting

Zhou Yanqiu

Xin Chunhua

ST-PAGNN

traffic flow forecasting

deep learning

GCN

GRU

Trendformer

No. 10, 2024 : 2932-2938 doi:10.19734/j.issn.1001-3695.2024.01.0026

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

Multi-time scale prediction method and application on tourism fastigium traffic flow

旅游高峰期交通流量的多时间尺度预测方法及应用

Li Lingyan

Zhao Xin

Weng Gangmin

tourism fastigium

traffic flow forecasting

predictability

multi-time scale

No. 3, 2020 : 721-725 doi:10.19734/j.issn.1001-3695.2018.09.0633

4

Traffic flow forecasting using least squares support vector machine optimized by modified gravitational search algorithm

改进引力搜索最小二乘支持向量机交通流预测

Xu Qinshuai

He Qing

Wei Kangyuan

gravitational search algorithm

chaos optimization algorithm

adaptive weighted coefficient

least squares support vector machine

traffic flow forecasting

No. 12, 2019 : 3718-3724 doi:10.19734/j.issn.1001-3695.2018.07.0383

5

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

6

Application of improved deep belief network in traffic flow forecasting

一种改进的深度置信网络在交通流预测中的应用

Zhao Shuxu

Cui Fang

traffic flow forecast

deep belief network

continuous restricted Boltzmann machine

adaptive learning step

No. 3, 2019 : 772-775,785 doi:10.19734/j.issn.1001-3695.2017.10.0988

Search traffic flow forecasting

Searchtraffic flow forecastingreturned 6 results

Traffic flow prediction method based on spatial temporal position attention graph neural network

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

Multi-time scale prediction method and application on tourism fastigium traffic flow

Traffic flow forecasting using least squares support vector machine optimized by modified gravitational search algorithm

Short-term traffic flow forecasting based on kernel learning methods

Application of improved deep belief network in traffic flow forecasting