Projects per year
Personal profile
Research Interests
Machine Learning, Deep Learning, Data Mining
Experience
2012.8 ~ 2015.7 Engineer, Computational Intelligence Technology Center, Industrila Technology Research Institute
2015.8 ~ 2017.7 Assistant Professor, Department of Industrial Engineering and Management, National Chiao Tung University
2017.8 ~ 2019.7 Associate Professor, Department of Industrial Engineering and Management, National Chiao Tung University
2019.8 ~ present Professor, Department of Industrial Engineering and Management, National Chiao Tung University
Education/Academic qualification
PhD, National Chiao Tung University
External positions
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Projects
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Deep Learning with Limited Labeled Data
1/08/20 → 31/07/21
Project: Government Ministry › Ministry of Science and Technology
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Deep Learning with Limited Labeled Data
1/08/22 → 31/07/23
Project: Government Ministry › Ministry of Science and Technology
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Deep Learning with Limited Labeled Data
1/08/21 → 31/07/22
Project: Government Ministry › Ministry of Science and Technology
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Early Prediction System for Postoperative Acute Rejection of Liver Transplant Patient
1/08/19 → 31/07/20
Project: Government Ministry › Ministry of Science and Technology
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Early Prediction System for Postoperative Acute Rejection of Liver Transplant Patient
1/08/18 → 31/07/19
Project: Government Ministry › Ministry of Science and Technology
Research output
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Actor-critic deep reinforcement learning for solving job shop scheduling problems
Liu, C. L., Chang, C. C. & Tseng, C. J., 2020, In: IEEE Access. 8, p. 71752-71762 11 p., 9066984.Research output: Contribution to journal › Article › peer-review
Open Access -
Machine Learning Model for Risk Prediction of Community-Acquired Acute Kidney Injury Hospitalization From Electronic Health Records: Development and Validation Study
Hsu, C-N., Liu, C-L., Tain, Y-L., Kuo, C-Y. & Lin, Y-C., 4 Aug 2020, In: Journal of Medical Internet Research. 22, 8, 16 p., e16903.Research output: Contribution to journal › Article › peer-review
Open Access -
Metric-Based Semi-Supervised Regression
Liu, C-L. & Chen, Q-H., 3 Feb 2020, In: IEEE Access. 8, p. 30001 - 30011 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Model-Based Synthetic Sampling for Imbalanced Data
Liu, C-L. & Hsieh, P-Y., 1 Aug 2020, In: IEEE Transactions on Knowledge and Data Engineering. 32, 8, p. 1543-1556 14 p.Research output: Contribution to journal › Article › peer-review
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Predicting Short-term Survival after Liver Transplantation using Machine Learning
Liu, C-L., Soong, R-S., Lee, W-C., Jiang, G-W. & Lin, Y-C., 27 Mar 2020, In: Scientific Reports. 10, 1, p. 1-10 10 p., 5654.Research output: Contribution to journal › Article › peer-review
Open AccessFile