Research Article

RAEF: An Imputation Framework Based on a Gated Regulator Autoencoder for Incomplete IIoT Time-Series Data

Table 1

Details of experimental dataset.

NameUCI air quality dataBase station status data

Records length935814 820
Dimensions127
Missing rate7.5%18.2%
Collection cyclePer 1 hPer 30 min
1814
2001000