Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
10481075 | Physica A: Statistical Mechanics and its Applications | 2012 | 12 Pages |
Abstract
⺠Community detection equals to trace maximization of modularity Laplacian. ⺠An efficient method to optimize modularity function with nonnegative relaxation. ⺠Our solutions are very close to the ideal community indicator matrix. ⺠Fuzzy communities can be found by the near-orthogonal columns of the solution.
Related Topics
Physical Sciences and Engineering
Mathematics
Mathematical Physics
Authors
Jonathan Q. Jiang, Lisa J. McQuay,