| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 10481286 | Physica A: Statistical Mechanics and its Applications | 2013 | 13 Pages |
Abstract
⺠This work improves the performance of K-means algorithm in community detection. ⺠The proposed method is faster than another improved algorithm K-means++. ⺠This algorithm can be used in directed and weighted networks. ⺠The proposed method can be extended to detect overlapping communities in the networks. ⺠Compared with other state-of-the-art algorithms, our method is more robust.
Related Topics
Physical Sciences and Engineering
Mathematics
Mathematical Physics
Authors
Yawen Jiang, Caiyan Jia, Jian Yu,