| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 10322891 | Expert Systems with Applications | 2011 | 7 Pages |
Abstract
⺠We present a multi-objective uniform design (MOUD) search method as a SVM model selection tool. ⺠We adopt uniform design searching SVM optimal hyperparameters to reduce the computational cost. ⺠We change single objective criterion into multi-objective criteria for multi-objective optimization to increase classification ability. ⺠We apply the optimized SVM classifier by MOUD to face recognition and get good experimental results.
Keywords
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Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Weihong Li, Lijuan Liu, Weiguo Gong,