Name
Abstract | ||
|---|---|---|
•Proposed the Compositional Convex Clustering with Sparse Group Lasso.•Extended the standard convex clustering framework with a sparse group lasso formulation.•Developed a proximal gradient descent method within the ADMM framework.•Evaluated the efficiency of the proposed method via simulation studies and real data analysis. |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1016/j.neucom.2020.10.105 | Neurocomputing |
Keywords | DocType | Volume |
Compositional data,Sparse-group-lasso,Convex clustering,ADMM | Journal | 425 |
ISSN | Citations | PageRank |
0925-2312 | 0 | 0.34 |
References | Authors | |
0 | 4 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Xiaokang Wang | 1 | 0 | 1.69 |
| Huiwen Wang | 2 | 29 | 14.15 |
| Shanshan Wang | 3 | 3 | 0.74 |
| Jidong Yuan | 4 | 18 | 6.45 |