Journal of Xidian University ›› 2024, Vol. 51 ›› Issue (3): 76-87.doi: 10.19665/j.issn1001-2400.20230703
• Information and Communications Engineering • Previous Articles Next Articles
ZHANG Ruqian1(), CHENG Nan1(), CHEN Wen2(), LI Changle1()
Received:
2023-06-12
Online:
2024-06-20
Published:
2023-09-14
CLC Number:
ZHANG Ruqian, CHENG Nan, CHEN Wen, LI Changle. Incomplete multi-view clustering analysis of 6G business scenarios[J].Journal of Xidian University, 2024, 51(3): 76-87.
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参数 | 含义 |
---|---|
n | 业务样本数量 |
V | 视图数量(KPI种类) |
k | 聚类簇数 |
m | 选择的锚点数量 |
$\boldsymbol{\alpha} \in \mathbf{R}^{V \times 1}$ | 视图的权重系数向量 |
dp | 第p个视图的维度 |
$\boldsymbol{X}_{p} \in \mathbf{R}^{d}{_{p} \times n}$ | 第p个视图的数据矩阵 |
$\boldsymbol{H}_{p} \in\{0,1\}^{n \times n_{p}}$ | 第p个视图数据的{0,1}指标矩阵 |
$\boldsymbol{B}_{p} \in \mathbf{R}^{d}{_{p}}^{\times{m}}$ | 第p个视图的锚点矩阵 |
$\boldsymbol{Z}_{p} \in \mathbf{R}^{m \times n}$ | 第p个视图的锚图 |
$\boldsymbol{Z} \in \mathbf{R}^{m \times n}$ | 所有数据视图的共识锚图 |
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