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| 國立臺北護理健康大學 |
2022-04 |
A new approach to generating virtual samples to enhance classification accuracy with small data—a case of bladder cancer
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Lin, Liang-Sian; Hu, Susan C; Lin, Yao-San; Li, Der-Chiang; Siao, Liang-Ren |
| 國立臺北護理健康大學 |
2022-02 |
A Boundary-Information-Based Oversampling Approach to Improve Learning Performance for Imbalanced Datasets
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Li, Der-Chiang; Shi, Qi-Shi; Lin, Yao-San; Lin, Liang-Sian |
| 國立臺北護理健康大學 |
2022 |
A Fuzzy-based Approach for Improving Accuracy of Grey Forecasting Models.
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Tsai, Tung-I; Yeh, Chun Wu; Lin, Liang-Sian; Chang, Che-jung; Li, Der-Chiang |
| 國立臺北護理健康大學 |
2019-01 |
Using virtual samples to improve learning performance for small datasets with multimodal distributions
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Li, Der-Chiang; Lin, Liang-Sian; Chen, Chien-Chih; Yu, Wei-Hao |
| 國立臺北護理健康大學 |
2018-04 |
An attribute extending method to improve learning performance for small datasets
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Lin, Liang-Sian; Li, Der-Chiang; Chen, Hung-Yu; Chiang, Yu-Chun |
| 國立臺北護理健康大學 |
2018-01 |
Rebuilding sample distributions for small dataset learning
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Li, Der-Chiang; Lin, Wu-Kuo; Chen, Chien-Chih; Chen, Hung-Yu; Lin, Liang-Sian |
| 國立臺北護理健康大學 |
2017-08 |
Detecting representative data and generating synthetic samples to improve learning accuracy with imbalanced data sets
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Li, Der-Chiang; Hu, Susan C; Lin, Liang-Sian; Yeh, Chun-Wu |
| 國立成功大學 |
2016-12 |
Using a diffusion wavelet neural network for short-term time series learning in the wafer level chip scale package process
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Li, Der-Chiang; Yeh, Chun-Wu; Chen, Chieh-Chih; Shih, Hung-Ta |
| 國立臺北護理健康大學 |
2016-07 |
A learning approach with under-and over-sampling for imbalanced data sets
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Yeh, Chun-Wu; Li, Der-Chiang; Lin, Liang-Sian; Tsai, Tung-I |
| 國立臺北護理健康大學 |
2016-07 |
Extending sample information for small data set prediction
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Chen, Hung-Yu; Li, Der-Chiang; Lin, Liang-Sian |
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