The search functionality is under construction.
The search functionality is under construction.

Multi Long-Short Term Memory Models for Short Term Traffic Flow Prediction

Zelong XUE, Yang XUE

  • Full Text Views

    0

  • Cite this

Summary :

Many single model methods have been applied to real-time short-term traffic flow prediction. However, since traffic flow data is mixed with a variety of ingredients, the performance of single model is limited. Therefore, we proposed Multi-Long-Short Term Memory Models, which improved traffic flow prediction accuracy comparing with state-of-the-art models.

Publication
IEICE TRANSACTIONS on Information Vol.E101-D No.12 pp.3272-3275
Publication Date
2018/12/01
Publicized
2018/09/18
Online ISSN
1745-1361
DOI
10.1587/transinf.2018EDL8087
Type of Manuscript
LETTER
Category
Biocybernetics, Neurocomputing

Authors

Zelong XUE
  South China University of Technology
Yang XUE
  South China University of Technology

Keyword