Algorithm 1：数据融合

Input: 数据集 $\text{Sample}\left[X_h,X_d,X_w\right]=tar,\mathrm{shape}\left(\text{Sample}\right)=\left(T,N,F\right)$

Output: $\text{Sample}\left[{X^{\prime }}_h,{X^{\prime }}_d,{X^{\prime }}_w\right]$

1. for $i=1\to i=S$ do

2. while $\text{Sample}\left[X_h,X_d,X_w\right]\ne \Phi$ do

3. if $T_w>0$ then

4. $\text{shape}\left(\text{Sample}\left[{X^{\prime }}_w\right]\right)=\left(1,N,F,T_w\right)$ Math_79#转置、扩展数组维度

5. $\text{Sample}\leftarrow$ append $\text{Sample}\left[{X^{\prime }}_w\right]$

6. if $T_d>0$ then

7. $\text{shape}\left(\text{Sample}\left[{X^{\prime }}_d\right]\right)=\left(1,N,F,T_d\right)$ Math_84#转置、扩展数组维度

8. $\text{Sample}\leftarrow$ append $\text{Sample}\left[{X^{\prime }}_d\right]$

9. if $T_h>0$ then

10. $\text{shape}\left(\text{Sample}\left[X_h\right]\right)=\left(1,N,F,T_h\right)$ Math_89#转置、扩展数组维度

11. $\text{Sample}\leftarrow$ append $\text{Sample}\left[{X^{\prime }}_h\right]$

12. $\text{shape}\left(ta{r}^{\prime }\right)=\left(1,N,T\right)$ Math_93#转置、扩展数组维度

13. $\text{Sample}\leftarrow$ append $ta{r}^{\prime }$

14. end while

15. end if