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 Yang Ming Chiao Tung University
External positions
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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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以深度強化學習建構排程輔助系統之研究
1/08/22 → 31/07/23
Project: Government Ministry › Ministry of Science and Technology
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以深度強化學習建構排程輔助系統之研究
1/08/24 → 31/07/25
Project: Government Ministry › Ministry of Science and Technology
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以深度強化學習建構排程輔助系統之研究
1/08/23 → 31/07/24
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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A Deep LearningeEnabled Electrocardiogram Model for the Identification of a Rare Inherited Arrhythmia: Brugada Syndrome
Liu, C. M., Liu, C-L., Hu, K. W., Tseng, V. S-M., Chang, S. L., Lin, Y. J., Lo, L. W., Chao, T. F., Tuan, T. C., Liao, J. N., Lin, C. Y., Chang, T. Y., Shen-Jang Fann, C., Higa, S., Higa, S., Hu, Y. F. & Chen, S. A., Feb 2022, In: Canadian Journal of Cardiology. 38, 2, p. 152-159 8 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A Deep Learning–Enabled Electrocardiogram Model for the Identification of a Rare Inherited Arrhythmia: Brugada Syndrome
Liu, C. M., Liu, C. L., Hu, K. W., Tseng, V. S., Chang, S. L., Lin, Y. J., Lo, L. W., Chung, F. P., Chao, T. F., Tuan, T. C., Liao, J. N., Lin, C. Y., Chang, T. Y., Shen-Jang Fann, C., Higa, S., Yagi, N., Hu, Y. F. & Chen, S. A., Feb 2022, In: Canadian Journal of Cardiology. 38, 2, p. 152-159 8 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
CONTRASTIVE HEARTBEATS: CONTRASTIVE LEARNING FOR SELF-SUPERVISED ECG REPRESENTATION AND PHENOTYPING
Wei, C. T., Hsieh, M. E., Liu, C. L. & Tseng, V. S., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1126-1130 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Design and management of digital transformations for value creation
Lee, C. H., Trappey, A. J. C., Liu, C. L., Mo, J. P. T. & Desouza, K. C., Apr 2022, In: Advanced Engineering Informatics. 52, 101547.Research output: Contribution to journal › Editorial
3 Scopus citations -
Learning From Imbalanced Data With Deep Density Hybrid Sampling
Liu, C-L. & Chang, Y-H., Mar 2022, (Accepted/In press) In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 13 p.Research output: Contribution to journal › Article › peer-review
Open Access