臺灣學術機構典藏系統 (Taiwan Academic Institutional Repository, TAIR)

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Institution	Date	Title	Author
國立成功大學	2024	Framework Integrating Generative Model with Diffusion Technique to Improve Virtual Sample Generation	Lin;Yao-San;Huang;Mei-Ling;Li;Der-Chiang;Yang;Jui-Yu
國立成功大學	2023-09-1	Generating virtual samples to improve learning performance in small datasets with non-linear and asymmetric distributions	Lin;Liang-Sian;Lin;Yao-San;Li;Der-Chiang
國立成功大學	2023-09	Improved learning performance for small datasets in high dimensions by new dual-net model for non-linear interpolation virtual sample generation	Lin;Liang-Sian;Lin;Yao-San;Li;-Chiang, Der;Liu;Yun-Hsuan
國立成功大學	2023-08	Mega trend diffusion-siamese network oversampling for imbalanced datasets' SVM classification	Lin;Liang-Sian;Lin;Yao-San;Li;Der-Chiang;Chen;Yi-Ting
國立成功大學	2022-05	New Product Short-Term Demands Forecasting with Boxplot-Based Fractional Grey Prediction Model	Li;Der-Chiang;Huang;Wen-Kuei;Lin;Yao-San
國立成功大學	2022-03	A Novel Classification Method Based on a Two-Phase Technique for Learning Imbalanced Text Data	Li;Der-Chiang;Chen;Szu-Chou;Lin;Yao-San;Hsu;Wen-Yen
國立成功大學	2022	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
國立成功大學	2021-11	A Generative Adversarial Network Structure for Learning with Small Numerical Data Sets	Li;Der-Chiang;Chen;Szu-Chou;Lin;Yao-San;Huang;Kuan-Cheng

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