面向大规模网络测量的数据恢复算法：基于关联学习的张量填充
欧阳与点, 谢鲲, 谢高岗, 文吉刚
A Data Recovery Algorithm for Large-Scale Network Measurements: Association Learning Based Tensor Completion
OUYANG Yu-dian, XIE Kun, XIE Gao-gang, WEN Ji-gang
表1
不同采样率下与神经网络算法比较NMAE
算法
采样率
2%
4%
6%
8%
10%
ALTC
0.429 0
0.395 2
0.379 0
0.369 8
0.356 3
NTC
0.493 1
0.498 3
0.481 8
0.461 9
0.435 5
NTF
0.678 8
0.533 5
0.497 6
0.462 0
0.411 4
NTM
0.633 7
0.721 0
0.650 2
0.639 0
0.632 0
CoSTCo
0.541 2
0.532 1
0.465 5
0.450 1
0.443 0