| 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.
|
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
|
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
|
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
|
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 |
| 國立成功大學 |
2013-06-01 |
Employing virtual samples to build early high-dimensional manufacturing models
|
Li, Der-Chiang; Huang, Wen-Ting; Chen, Chien-Chih; Chang, Che-Jung |
| 國立成功大學 |
2013-04 |
A new approach for manufacturing forecast problems with insufficient data: the case of TFT-LCDs
|
Li, Der-Chiang; Chang, Chih-Chieh; Liu, Chiao-Wen; Chen, Wen-Chih |
| 國立成功大學 |
2013 |
A GREY-BASED ROLLING PROCEDURE FOR SHORT-TERM FORECASTING USING LIMITED TIME SERIES DATA
|
Chang, Che-Jung; Li, Der-Chiang; Chen, Chien-Chih; Dai, Wen-Li |
| 國立成功大學 |
2013 |
Competitive Two-Agent Scheduling with Learning Effect and Release Times on a Single Machine
|
Li, Der-Chiang; Hsu, Peng-Hsiang |
| 國立成功大學 |
2012-10 |
A grey-based fitting coefficient to build a hybrid forecasting model for small data sets
|
Li, Der-Chiang; Chang, Che-Jung; Chen, Chien-Chih; Chen, Wen-Chih |
| 國立成功大學 |
2012-07 |
Solving a two-agent single-machine scheduling problem considering learning effect
|
Li, Der-Chiang; Hsu, Peng-Hsiang |
| 國立成功大學 |
2012-06-15 |
Estimation of a data-collection maturity model to detect manufacturing change
|
Yeh, Chun-Wu; Li, Der-Chiang; Zhang, Yao-Ren |
| 國立成功大學 |
2012-06 |
A non-linear quality improvement model using SVR for manufacturing TFT-LCDs
|
Li, Der-Chiang; Chen, Wen-Chih; Liu, Chiao-Wen; Lin, Yao-San |
| 國立成功大學 |
2012-06 |
Using past manufacturing experience to assist building the yield forecast model for new manufacturing processes
|
Li, Der-Chiang; Fang, Yao-Hwei; Liu, Chiao-Wen; Juang, Cheng-jung |
| 國立成功大學 |
2012-05 |
Recursive operation time maximization model for the maintenance of power generation equipment
|
Li, Der-Chiang; Liu, Chiao-Wen; Chen, Tung-Liang |
| 國立成功大學 |
2012-03 |
Determining manufacturing parameters to suppress system variance using linear and non-linear models
|
Li, Der-Chiang; Chen, Wen-Chih; Liu, Chiao-Wen; Chang, Che-Jung; Chen, Chien-Chih |
| 國立成功大學 |
2012-03 |
Extending Attribute Information for Small Data Set Classification
|
Li, Der-Chiang; Liu, Chiao-Wen |
| 國立成功大學 |
2012-02 |
Using structure-based data transformation method to improve prediction accuracies for small data sets
|
Li, Der-Chiang; Chang, Chih-Chieh; Liu, Chiao-Wen |
| 國立成功大學 |
2012-01 |
A tree-based-trend-diffusion prediction procedure for small sample sets in the early stages of manufacturing systems
|
Li, Der-Chiang; Chen, Chien-Chih; Chang, Che-Jung; Lin, Wu-Kuo |
| 國立成功大學 |
2012 |
Employing box-and-whisker plots for learning more knowledge in TFT-LCD pilot runs
|
Li, Der-Chiang; Chen, Chien-Chih; Chang, Che-Jung; Chen, Wen-Chih |
| 國立成功大學 |
2012 |
A multi-model approach to determine early manufacturing parameters for small-data-set prediction
|
Li, Der-Chiang; Liu, Chiao-Wen; Chen, Wen-Chih |
| 國立成功大學 |
2012 |
Employing dependent virtual samples to obtain more manufacturing information in pilot runs
|
Li, Der-Chiang; Chen, Chien-Chih; Chen, Wen-Chih; Chang, Che-Jung |
| 國立成功大學 |
2011-10-03 |
Forecasting short-term electricity consumption using the adaptive grey-based approach - an Asian case
|
Li, Der-Chiang; Chang, Che-Jung; Chen, Chien-Chih; Chen, Wen-Chih |
| 國立成功大學 |
2011-10 |
An extended grey forecasting model for omnidirectional forecasting considering data gap difference
|
Li, Der-Chiang; Chang, Che-Jung; Chen, Wen-Chih; Chen, Chien-Chih |
| 國立成功大學 |
2011-10 |
Two-machine flowshop scheduling with truncated learning to minimize the total completion time
|
Li, Der-Chiang |
| 國立成功大學 |
2011-06 |
A two-stage clustering method to analyze customer characteristics to build discriminative customer management: A case of textile manufacturing business
|
Li, Der-Chiang |
| 國立成功大學 |
2011-05 |
A fuzzy-based data transformation for feature extraction to increase classification performance with small medical data sets
|
Li, Der-Chiang; Liu, Chiao-Wen; Hu, Susan C. |
| 國立成功大學 |
2010-03 |
A trend prediction model from very short term data learning
|
Yeh, Chun-Wu; Li, Der-Chiang |
| 國立成功大學 |
2009-08 |
A neural network weight determination model designed uniquely for small data set learning
|
Li, Der-Chiang; Liu, Chiao-Wen |
| 國立成功大學 |
2009-07-20 |
Utilization of virtual samples to facilitate cancer identification for DNA microarray data in the early stages of an investigation
|
Li, Der-Chiang; Fang, Yao-Hwei; Lai, Yung-Yao; Hu, Susan C. |
