| 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
|
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
|
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
|
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
|
Chen, Hung-Yu; Li, Der-Chiang; Lin, Liang-Sian |
| 國立臺北護理健康大學 |
2016-06 |
Improving virtual sample generation for small sample learning with dependent attributes
|
Lin, Liang-Sian; Li, Der-Chiang; Pan, Chih-Wei |
| 國立成功大學 |
2016 |
A novel data transformation model for small data-set learning
|
Li, Der-Chiang; Wen, I-Hsiang; Chen, Wen-Chih |
| 國立成功大學 |
2015-09-02 |
Practical information diffusion techniques to accelerate new product pilot runs
|
Li, Der-Chiang; Chen, Wen-Chih; Chang, Che-Jung; Chen, Chien-Chih; Wen, I-Hsiang |
| 國立臺北護理健康大學 |
2015-09 |
The attribute-trend-similarity method to improve learning performance for small datasets
|
Li, Der-Chiang; Lin, Wu-Kuo; Lin, Liang-Sian; Chen, Chien-Chih; Huang, Wen-Ting |
| 國立臺北護理健康大學 |
2015-07 |
Non-parametric Statistical Assistance in Virtual Sample Selection for Small Data Set Prediction
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Lin, Yao-San; Lin, Liang-Sian; Li, Der-Chiang; Liao, Wei-Lin |
| 國立臺北護理健康大學 |
2015-07 |
Generating Multi-modality Virtual Samples with Soft DBSCAN for Small Data Set Learning
|
Lin, Liang-Sian; Li, Der-Chiang; Yu, Wei-Hao; Hsueh, Yu-Mei |
| 國立成功大學 |
2014-11-02 |
A genetic algorithm-based virtual sample generation technique to improve small data set learning
|
Li, Der-Chiang; Wen, I-Hsiang |
| 國立臺北護理健康大學 |
2014-10 |
Generating information for small data sets with a multi-modal distribution
|
Li, Der-Chiang; Lin, Liang-Sian |
| 國立臺北護理健康大學 |
2014-03 |
Improving learning accuracy by using synthetic samples for small datasets with non-linear attribute dependency
|
Li, Der-Chiang; Lin, Liang-Sian; Peng, Li-Jhong |
| 國立成功大學 |
2014-01 |
A forecasting model for small non-equigap data sets considering data weights and occurrence possibilities
|
Chang, Che-Jung; Li, Der-Chiang; Chen, Chien-Chih; Chen, Chia-Sheng |
| 國立成功大學 |
2014 |
A Genetic Algorithm-Based Approach for Single-Machine Scheduling with Learning Effect and Release Time
|
Li, Der-Chiang; Hsu, Peng-Hsiang; Chang, Chih-Chieh |
| 國立成功大學 |
2013-11-15~2013-11-17 |
Sequent location information embedded grey model
|
張裕清; Chang, Yu-Ching; Li, Der-Chiang;Huang, Yi-Hsiang |
| 國立臺北護理健康大學 |
2013-11 |
A learning method for small data sets with multimodality variables
|
Li, Der-Chiang; Chang, Yu-Ching; Su, Mei-Lan; Lin, Liang-Sian |
| 國立成功大學 |
2013-10-16 |
A new approach to assess product lifetime performance for small data sets
|
Li, Der-Chiang; Lin, Liang-Sian |
| 國立臺北護理健康大學 |
2013-10 |
A new approach to assess product lifetime performance for small data sets
|
Li, Der-Chiang; Lin, Liang-Sian |
