Name
Title | ||
|---|---|---|
Discriminative globality and locality preserving graph embedding for dimensionality reduction |
Abstract | ||
|---|---|---|
•Propose the DGLPGE method.•Design new local and global graph constructions.•Characterize locality and globality preserving scatters.•It can capture the geometry of data and enhance pattern discrimination. |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1016/j.eswa.2019.113079 | Expert Systems with Applications |
Keywords | Field | DocType |
Dimensionality reduction,Graph embedding,Graph construction,Pattern classification | Data mining,Locality,Dimensionality reduction,Pattern recognition,Pattern discrimination,Graph embedding,Discriminant,Computer science,Artificial intelligence,Discriminative model,Class discrimination,Globality | Journal |
Volume | ISSN | Citations |
144 | 0957-4174 | 3 |
PageRank | References | Authors |
0.36 | 0 | 6 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jianping Gou | 1 | 116 | 24.01 |
| Yuanyuan Yang | 2 | 489 | 171.03 |
| Zhang Yi | 3 | 1765 | 194.41 |
| Jian Cheng Lv | 4 | 337 | 54.52 |
| Qirong Mao | 5 | 261 | 34.29 |
| Yongzhao Zhan | 6 | 344 | 51.09 |