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, Computer Science, National Yang Ming Chiao Tung University
External positions
Fingerprint
Dive into the research topics where Chien-Liang Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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
-
以深度強化學習建構排程輔助系統之研究
Liu, C.-L. (PI)
1/08/24 → 31/07/25
Project: Government Ministry › Other Government Ministry Institute
-
以深度強化學習建構排程輔助系統之研究
Liu, C.-L. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
-
Deep Learning with Limited Labeled Data
Liu, C.-L. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
-
以深度強化學習建構排程輔助系統之研究
Liu, C.-L. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
-
Deep Learning with Limited Labeled Data
Liu, C.-L. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
-
A bagging approach for improved predictive accuracy of intradialytic hypotension during hemodialysis treatment
Liu, C.-L., Lee, M.-H., Hsueh, S.-N., Chung, C.-C., Lin, C.-J., Chang, P.-H., Luo, A.-C., Weng, H.-C., Lee, Y.-H., Dai, M.-J. & Tsai, M.-J., 1 Apr 2024, In: Computers in Biology and Medicine. 172, N/A, p. 1-11 11 p., 108244.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
DualDomain-AttenNet: Synergizing time–frequency analysis and attention mechanisms for Motor Imagery BCI enhancement
Liu, C. L. & Huang, P. T., Oct 2024, In: Advanced Engineering Informatics. 62, 102697.Research output: Contribution to journal › Article › peer-review
-
Dynamic Job-Shop Scheduling via Graph Attention Networks and Deep Reinforcement Learning
Liu, C. L., Tseng, C. J. & Weng, P. H., 1 Jun 2024, In: IEEE Transactions on Industrial Informatics. 20, 6, p. 8662-8672 11 p.Research output: Contribution to journal › Article › peer-review
-
Temporal learning in predictive health management using channel-spatial attention-based deep neural networks
Liu, C. L. & Su, H. C., Oct 2024, In: Advanced Engineering Informatics. 62, 102604.Research output: Contribution to journal › Article › peer-review
-
A deep learning sequence model based on self-attention and convolution for wind power prediction
Liu, C. L., Chang, T. Y., Yang, J. S. & Huang, K. B., Dec 2023, In: Renewable Energy. 219, 119399.Research output: Contribution to journal › Article › peer-review
6 Scopus citations