20022022

Research output per year

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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

Deep Learning with Limited Labeled Data

Liu, C.

1/08/2031/07/21

Project: Government MinistryMinistry of Science and Technology

Deep Learning with Limited Labeled Data

Liu, C.

1/08/2231/07/23

Project: Government MinistryMinistry of Science and Technology

Deep Learning with Limited Labeled Data

Liu, C.

1/08/2131/07/22

Project: Government MinistryMinistry of Science and Technology

Early Prediction System for Postoperative Acute Rejection of Liver Transplant Patient

Liu, C.

1/08/1931/07/20

Project: Government MinistryMinistry of Science and Technology

Early Prediction System for Postoperative Acute Rejection of Liver Transplant Patient

Liu, C.

1/08/1831/07/19

Project: Government MinistryMinistry of Science and Technology

Research Output

  • 33 Article
  • 12 Conference contribution
  • 1 Conference article
  • 1 Review article

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 journalArticle

Open Access
  • 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 journalArticle

    Open Access
    File
  • 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 journalArticle

  • 2 Scopus citations

    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 journalArticle

    Open Access
    File
  • Prizes

    The Best Paper Award, ITRI

    Liu, Chien-Liang (Recipient), 2015

    Prize: Honorary award

    The Best Paper Award, ITRI

    Liu, Chien-Liang (Recipient), 2014

    Prize: Honorary award