Search Results - Liang-Sian Lin

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  1. 1

    Detecting representative data and generating synthetic samples to improve learning accuracy with imbalanced data sets. by Der-Chiang Li, Susan C Hu, Liang-Sian Lin, Chun-Wu Yeh

    Published in PLoS ONE (2017-01-01)
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  2. 2

    A Boundary-Information-Based Oversampling Approach to Improve Learning Performance for Imbalanced Datasets by Der-Chiang Li, Qi-Shi Shi, Yao-San Lin, Liang-Sian Lin

    Published in Entropy (2022-02-01)
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  3. 3

    Improved support vector machine classification for imbalanced medical datasets by novel hybrid sampling combining modified mega-trend-diffusion and bagging extreme learning machine... by Liang-Sian Lin, Chen-Huan Kao, Yi-Jie Li, Hao-Hsuan Chen, Hung-Yu Chen

    Published in Mathematical Biosciences and Engineering (2023-09-01)
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  4. 4

    A new approach to generating virtual samples to enhance classification accuracy with small data—a case of bladder cancer by Liang-Sian Lin, Susan C Hu, Yao-San Lin, Der-Chiang Li, Liang-Ren Siao

    Published in Mathematical Biosciences and Engineering (2022-04-01)
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  5. 5

    Monitoring Leg Muscle Strength Symmetry via Electromyography by Fu-Jung Wang, Liang-Sian Lin, Chun-Kai Tseng, Cheng-Hsiang Chan, Zhe-Yu Lee, Ting-An Yeh

    Published in Engineering Proceedings (2025-04-01)
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  6. 6

    Developing Frugal Internet of Things with Backpropagation Neural Network for Predicting Impact of Gemini Artificial Intelligence on Student Meditation and Relaxation by Chun-Kai Tseng, Cheng-Hsiang Chan, Liang-Sian Lin, Fu-Jung Wang, Kai-Hsuan Yao, Chao-Wei Hsu

    Published in Engineering Proceedings (2025-04-01)
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