Projects per year
Personal profile
Research Interests
Machine Learning, Computational Intelligence and Decision Support System, Pattern Recognition, Data Science, Technology Policy
Education/Academic qualification
PhD, University of Manchester
External positions
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Dive into the research topics where Shin-Jye Lee is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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基於深度學習技術建立小兒心臟疾病之標準化超音波影像採集及定量化自動判讀系統建置
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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應用深度學習與注意力機制於智慧醫療之數據生成及預測
1/08/21 → 31/12/22
Project: Government Ministry › Other Government Ministry Institute
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區域卷積神經網路機器視覺演算法改良研究與工業4.0之應用-以偏光片瑕疵檢測為例
1/08/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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混合式區間二型T-S模糊系統識別演算法研究暨工業4.0之應用-以晶片製程之縮減與預測為例
1/03/19 → 30/06/20
Project: Government Ministry › Other Government Ministry Institute
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A boosting resampling method for regression based on a conditional variational autoencoder
Huang, Y., Liu, D. R., Lee, S. J., Hsu, C. H. & Liu, Y. G., Apr 2022, In: Information sciences. 590, p. 90-105 16 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
CASR-Net: A color-aware super-resolution network for panchromatic image
Liu, L., Jiang, Q., Jin, X., Feng, J., Wang, R., Liao, H., Lee, S. J. & Yao, S., Sep 2022, In: Engineering Applications of Artificial Intelligence. 114, 105084.Research output: Contribution to journal › Article › peer-review
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Color multi-focus image fusion based on transfer learning
Wang, Y., Jin, X., Yang, J., Jiang, Q., Tang, Y., Wang, P. & Lee, S. J., 2022, In: Journal of Intelligent and Fuzzy Systems. 42, 3, p. 2083-2102 20 p.Research output: Contribution to journal › Article › peer-review
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MCRD-Net: An unsupervised dense network with multi-scale convolutional block attention for multi-focus image fusion
Zhou, D., Jin, X., Jiang, Q., Cai, L., Lee, S. J. & Yao, S., 2022, (Accepted/In press) In: IET Image Processing.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Random RotBoost: An Ensemble Classification Method Based on Rotation Forest and AdaBoost in Random Subsets and Its Application to Clinical Decision Support
Lee, S. J., Tseng, C. H., Yang, H. Y., Jin, X., Jiang, Q., Pu, B., Hu, W. H., Liu, D. R., Huang, Y. & Zhao, N., May 2022, In: Entropy. 24, 5, 617.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations