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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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 › Ministry of Science and Technology
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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 › Ministry of Science and Technology
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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 › Ministry of Science and Technology
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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 › Ministry of Science and Technology
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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
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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 Access -
A fully-automatic image colorization scheme using improved CycleGAN with skip connections
Huang, S., Jin, X., Jiang, Q., Li, J., Lee, S. J., Wang, P. & Yao, S., Jul 2021, In: Multimedia Tools and Applications. 80, 17, p. 26465-26492 28 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
An effective similarity/distance measure between intuitionistic fuzzy sets based on the areas of transformed isosceles right triangle and its applications
Huang, J., Jin, X., Lee, S. J., Huang, S. & Jiang, Q., Apr 2021, In: Journal of Intelligent and Fuzzy Systems. 40, 5, p. 9289-9309 21 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations