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臺灣學術機構典藏系統 (Taiwan Academic Institutional Repository, TAIR)
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Institution Date Title Author
國立臺北護理健康大學 2022-11 Improving Anomaly Detection in IoT-Based Solar Energy System Using SMOTE-PSO and SVM Model Lin, Liang-Sian; Chen, Zhi-Yu; Wang, Yu; Jiang, Li-Wei
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 An Integrated Framework Based on GAN and RBI for Learning with Insufficient Datasets Lin, Yao-San; Lin, Liang-Sian; Chen, Chih-Ching
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 2022 IoT-Based Driver Distraction Prevention System Lin, Liang-Sian; Jiang, Li-Wei; Wang, Yu; Chen, Zhi-Yu; Li, Yi-Jie
國立臺北護理健康大學 2019-07 Improving the learning accuracy of the mega trend diffusion technique for small data sets Tsai, Tung-I; Yeh, Chun-Wu; Lin, Liang-Sian; Wen, I-Hsiang
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 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 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 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
國立成功大學 2014-07-11 生成多峰性虛擬樣本以評估小資料集之產品壽命性能 林良憲; 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
國立臺北護理健康大學 2011-01 Assessing the lifetime performance index of Rayleigh products based on the Bayesian estimation under progressive type II right censored samples Lee, Wen-Chuan; Wu, Jong-Wuu; Hong, Mei-Ling; Lin, Liang-Sian; Chan, Ruei-Ling

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