Research on Short term Traffic Flow Prediction on Highways Based on LC-Transformer Model

您当前的位置：

首页 >

文章列表页 >

更新时间：2025-11-24

- Research on Short term Traffic Flow Prediction on Highways Based on LC-Transformer Model
- “In the field of urban traffic flow prediction, the LC Transformer model combines LSTM, CVAE, and accident data to effectively improve prediction accuracy and robustness.”
- Advanced Engineering Sciences Pages: 1-13(2025)
- 作者机构：
  
  重庆交通大学交通运输学院重庆市 400074
- 作者简介：
- 基金信息：
- DOI：10.12454/j.jsuese.202401002
  CLC： U491.1
- Received：01 December 2024，
  
  Published Online：24 November 2025，
- 稿件说明：
移动端阅览
李淑庆,张沛喆.基于LC-Transformer模型的高速公路短时交通流预测研究[J].工程科学与技术,

Li ShuQing,Zhang Peizhe.Research on Short term Traffic Flow Prediction on Highways Based on LC-Transformer Model[J].Advanced Engineering Sciences,
李淑庆,张沛喆.基于LC-Transformer模型的高速公路短时交通流预测研究[J].工程科学与技术, DOI：10.12454/j.jsuese.202401002.

Li ShuQing,Zhang Peizhe.Research on Short term Traffic Flow Prediction on Highways Based on LC-Transformer Model[J].Advanced Engineering Sciences, DOI：10.12454/j.jsuese.202401002.XXXX,XX(XX):1‒13.

Views

下载量

CNKI被引量

Alert me when the article has been cited

提交

Tools

Publicity Resources

Optimization of Hyperspectral Image Classification Using Spectral-feature Based Approaches

Deep Image Compressive Sensing Reconstruction Based on Range‒Null Space Decomposition

Depth-aware Network for Polyp Segmentation

Deep Learning Shield Attitude Prediction Model Based on Grey Correlation Analysis

A Predictive Method for Unplanned Postoperative Readmission Risk Based on Heterogeneous Data

Related Author

LI Xunfeng

LI Xiaohua

WU Lei

WANG Dingkun

CHENG Shuangquan

ZHU Lu

LIU Yuanyuan

Jing QIN

Related Institution

Collage of Computer Science, Sichuan University

School of Information Engineering, East China Jiaotong University

School of Cyber Science and Technology, Sun Yat-sen University

Suzhou Chien-Shiung Institute of Technology

Institute of Information Engineering, Chinese Academy of Sciences

⁰