Journals
Publish with us
Publishing partnerships
About us
Blog
Mathematical Problems in Engineering
Journal overview
For authors
For reviewers
For editors
Table of Contents
Special Issues
Mathematical Problems in Engineering
/
2021
/
Article
/
Tab 3
/
Research Article
Longer Time Span Air Pollution Prediction: The Attention and Autoencoder Hybrid Learning Model
Table 3
Experiment on the dataset of Wulumuqi with time span of 48, node size of 64, and data segmentation of [24, 72].
Model
MAE
MAPE
COR
LSTM
13.01
97.32
0.31
GRU
16.97
127.54
0.40
SEQ2SEQ
14.83
97.16
0.41
Attention
14.68
105.19
0.32
A&A learning
11.21
80.31
0.55