16 results on '"Lin, Liang-Sian"'
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2. Generating virtual samples to improve learning performance in small datasets with non-linear and asymmetric distributions
3. Mega trend diffusion-siamese network oversampling for imbalanced datasets’ SVM classification
4. Using virtual samples to improve learning performance for small datasets with multimodal distributions
5. Rebuilding sample distributions for small dataset learning
6. Generating information for small data sets with a multi-modal distribution
7. Improving learning accuracy by using synthetic samples for small datasets with non-linear attribute dependency
8. A new approach to assess product lifetime performance for small data sets
9. Assessing the lifetime performance index of Rayleigh products based on the Bayesian estimation under progressive type II right censored samples
10. A Boundary-Information-Based Oversampling Approach to Improve Learning Performance for Imbalanced Datasets.
11. The attribute-trend-similarity method to improve learning performance for small datasets.
12. An attribute extending method to improve learning performance for small datasets.
13. Detecting representative data and generating synthetic samples to improve learning accuracy with imbalanced data sets.
14. An Integrated Framework Based on GAN and RBI for Learning with Insufficient Datasets.
15. Improved support vector machine classification for imbalanced medical datasets by novel hybrid sampling combining modified mega-trend-diffusion and bagging extreme learning machine model.
16. A new approach to generating virtual samples to enhance classification accuracy with small data-a case of bladder cancer.
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