Name
Title | ||
|---|---|---|
Multiclass imbalanced learning with one-versus-one decomposition and spectral clustering |
Abstract | ||
|---|---|---|
•The multiclass imbalanced learning was comprehensively studied.•The proposed algorithm combines the OVO decomposition and spectral clustering.•Comparisons with several state-of-the-art methods were conducted. |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1016/j.eswa.2019.113152 | Expert Systems with Applications |
Keywords | Field | DocType |
Imbalanced learning,Multiclass classification,One-versus-one decomposition,Spectral clustering | Spectral clustering,Oversampling,Computer science,Outlier,Data pre-processing,Linear subspace,Artificial intelligence,Sampling (statistics),Machine learning,Binary number,Multiclass classification | Journal |
Volume | ISSN | Citations |
147 | 0957-4174 | 1 |
PageRank | References | Authors |
0.35 | 0 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Li Qian-Mu | 1 | 33 | 14.78 |
| Yanjun Song | 2 | 1 | 0.35 |
| Jing Zhang | 3 | 22 | 5.41 |
| Victor S. Sheng | 4 | 20 | 5.76 |