Name
Abstract | ||
|---|---|---|
•A new retraining methodology for SVMs is proposed•The new concept of Support Subsets is introduced•Methodology proposal reduces complexity computation for SVM training•Imbalance datasets produce balanced Support Subsets•The proposal compares successfully to well-known retraining techniques |
Year | DOI | Venue |
|---|---|---|
2023 | 10.1016/j.patcog.2022.109117 | Pattern Recognition |
Keywords | DocType | Volume |
Support subset,SVM,Incremental learning,Retraining,Alpha seeding | Journal | 134 |
Issue | ISSN | Citations |
1 | 0031-3203 | 0 |
PageRank | References | Authors |
0.34 | 0 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Víctor Aceña | 1 | 3 | 1.41 |
| Isaac Martin de Diego | 2 | 247 | 25.03 |
| Rubén R． Fernández | 3 | 0 | 0.34 |
| Javier M. Moguerza | 4 | 193 | 22.26 |