Search Result

1

Construction of identity authentication system based on phase space reconstruction of pulse wave signals and time series prediction

基于脉搏波信号相空间重构与时间序列预测的身份认证系统构建

Fu Youping

Zhang Hang

Li Menghan

Meng Jun

pulse wave

identity recognition

feature extraction

deep learning

phase-space reconstruction

No. 3, 2025 : 840-848 doi:10.19734/j.issn.1001-3695.2024.08.0307

2

Multivariate time series forecasting with spatio-temporal graph convolutional network

基于时空图卷积网络的多变量时间序列预测方法

Li Huai'ao

Zhou Xiaofeng

Fang Lingshen

Li Shuai

Liu Shurui

multivariate time series forecasting

spatio-temporal graph convolutional network(GCN)

graph neural network

temporal convolutional network(TCN)

No. 12, 2022 : 3568-3573 doi:10.19734/j.issn.1001-3695.2022.05.0235

3

Research on mixed-frequency time series prediction based on Lasso-MIDAS model

基于Lasso-MIDAS模型的混频时间序列预测研究

Luo Nan

Wang Lu

Wu Jiangbin

Xia Zhenglan

mixed-frequency data

MIDAS model

regularization

feature selection

No. 4, 2022 : 1003-1007 doi:10.19734/j.issn.1001-3695.2021.09.0395

4

Long-term prediction of PM2.5 concentration based on deep learning

基于深度学习的PM2.5浓度长期预测

Huang Weijian

Li Danyang

Huang Yuan

PM2.5 concentration prediction

deep learning

gated recurrent unit

time series prediction

No. 6, 2021 : 1809-1814 doi:10.19734/j.issn.1001-3695.2020.08.0254

5

Research of stock price prediction based on DMD-LSTM model

基于DMD-LSTM模型的股票价格时间序列预测研究

Shi Jiannan

Zou Junzhong

Zhang Jian

Wang Chunmei

Wei Zuochen

dynamic mode decomposition

long short-term memory neural network

mode feature

plate linkage phenomenon

market condition

No. 3, 2020 : 662-666 doi:10.19734/j.issn.1001-3695.2018.08.0657

6

Feature extraction and prediction of QAR data based on CNN-LSTM

基于CNN-LSTM的QAR数据特征提取与预测

Zhang Peng

Yang Tao

Liu Yanan

Fan Zhiyong

Duan Zhaobin

deep learning

CNN(convolutional neural network)

LSTM(long short-term memory)

feature extraction

time series prediction

No. 10, 2019 : 2958-2961 doi:10.19734/j.issn.1001-3695.2018.04.0214

Search 时间序列预测

Search时间序列预测returned 6 results

Construction of identity authentication system based on phase space reconstruction of pulse wave signals and time series prediction

Multivariate time series forecasting with spatio-temporal graph convolutional network

Research on mixed-frequency time series prediction based on Lasso-MIDAS model

Long-term prediction of PM2.5 concentration based on deep learning

Research of stock price prediction based on DMD-LSTM model

Feature extraction and prediction of QAR data based on CNN-LSTM