Name
Abstract | ||
|---|---|---|
Non-negative matrix factorization (NMF) has recently attracted much attention due to its good interpretation in perception science and widely applications in various fields. In this paper, a novel graph regularized NMF algorithm called NMF with locality constrained adaptive graph (NMF-LCAG) is proposed. Compared with other NMF based algorithms, the proposed NMF-LCAG algorithm has the following adv... |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1109/TCSVT.2019.2892971 | IEEE Transactions on Circuits and Systems for Video Technology |
Keywords | Field | DocType |
Manifolds,Matrix decomposition,Clustering algorithms,Linear programming,Dimensionality reduction,Task analysis,Optimization | Convergence (routing),Manifold structure,Graph,Locality,Pattern recognition,Computer science,Matrix (mathematics),Matrix decomposition,Algorithm,Artificial intelligence,Non-negative matrix factorization | Journal |
Volume | Issue | ISSN |
30 | 2 | 1051-8215 |
Citations | PageRank | References |
7 | 0.41 | 40 |
Authors | ||
6 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yugen Yi | 1 | 92 | 15.25 |
| Jianzhong Wang | 2 | 214 | 17.72 |
| Zhou Wei | 3 | 24 | 22.00 |
| Caixia Zheng | 4 | 17 | 2.88 |
| Jun Kong | 5 | 158 | 14.14 |
| Shaojie Qiao | 6 | 41 | 5.16 |