Name
Title | ||
|---|---|---|
Nonnegative matrix factorization for link prediction in directed complex networks using PageRank and asymmetric link clustering information |
Abstract | ||
|---|---|---|
•Introduce a model to fuse local and global information in directed network.•The model can capture topological structures and robust to sparser networks.•Present an effective update rule to learn model parameters.•Experimental results show that our method is outperforms other indices. |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1016/j.eswa.2020.113290 | Expert Systems with Applications |
Keywords | DocType | Volume |
Link prediction,Nonnegative matrix factorization,PageRank,Asymmetric link clustering | Journal | 148 |
Issue | ISSN | Citations |
C | 0957-4174 | 2 |
PageRank | References | Authors |
0.40 | 0 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Guangfu Chen | 1 | 4 | 1.10 |
| Chen Xu | 2 | 269 | 29.36 |
| Jingyi Wang | 3 | 17 | 3.61 |
| Jianwen Feng | 4 | 63 | 6.61 |
| Jiqiang Feng | 5 | 22 | 4.81 |