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, Computer Science, 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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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 4 Finished
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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
Lee, S.-J. (PI)
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
Lee, S.-J. (PI)
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
Lee, S.-J. (PI)
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
Lee, S.-J. (PI)
1/03/19 → 30/06/20
Project: Government Ministry › Other Government Ministry Institute
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6DFLRNet: 6D rotation representation for head pose estimation based on facial landmarks and regression
Zhao, N., Ma, Y., Li, X., Lee, S. J. & Wang, J., Aug 2024, In: Multimedia Tools and Applications. 83, 26, p. 68605-68624 20 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
A Restoration Scheme for Spatial and Spectral Resolution of the Panchromatic Image Using the Convolutional Neural Network
Jin, X., Liu, L., Ren, X., Jiang, Q., Lee, S. J., Zhang, J. & Yao, S., 2024, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 3379-3393 15 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Improved stacked ensemble with genetic algorithm for automatic ECG diagnosis of children living in high-altitude areas
Zhao, N., Li, X., Ma, Y., Wang, H., Lee, S. J. & Wang, J., Jan 2024, In: Biomedical Signal Processing and Control. 87, 105506.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
News recommendations based on collaborative topic modeling and collaborative filtering with generative adversarial networks
Liu, D. R., Huang, Y., Jhao, J. J. & Lee, S. J., 29 Jan 2024, In: Data Technologies and Applications. 58, 1, p. 24-41 18 p.Research output: Contribution to journal › Article › peer-review
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Real-time Automatic M-mode Echocardiography Measurement with Panel Attention
Tseng, C. H., Chien, S. J., Wang, P. S., Lee, S. J., Pu, B. & Zeng, X. J., 2024, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics. p. 1-13 13 p.Research output: Contribution to journal › Article › peer-review