Name
Title | ||
|---|---|---|
Sparse random projection-based hyperdisk classifier for bevel gearbox fault diagnosis |
Abstract | ||
|---|---|---|
•A novel hyperdisk classifier called SRPHD is proposed in this paper.•SRPHD can screen out the core samples that affect the decision boundary.•SRPHD develops a strategy to deal with imbalanced data.•SRPHD can greatly reduce the training time while guaranteeing a high accuracy.•SRPHD has better performance and efficiency in imbalanced fault data. |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1016/j.aei.2022.101713 | Advanced Engineering Informatics |
Keywords | DocType | Volume |
Sparse random projection-based hyperdisk classifier,Fast algorithm,Bevel gearbox,Fault diagnosis,Class imbalance problem | Journal | 53 |
ISSN | Citations | PageRank |
1474-0346 | 0 | 0.34 |
References | Authors | |
0 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Zuanyu Zhu | 1 | 0 | 0.34 |
| Yang Yu | 2 | 484 | 55.96 |
| Niao-Qing Hu | 3 | 13 | 3.46 |
| Zhe Cheng | 4 | 0 | 0.68 |
| Junsheng Cheng | 5 | 726 | 44.79 |