Gi-Ren Liu

Associate Professor

Department of Mathematics

Phone886 6 2757575 ext 65162
Emailgirenliu@mail.ncku.edu.tw
Websitehttps://sites.google.com/site/girenliu/

Source: Scopus
Calculated based on no. of publications stored in Pure and citations from Scopus

Research activity per year

If you made any changes in Pure these will be visible here soon.

Personal profile

Education

2013 PhD, Department of Mathematics, National Taiwan University

Research Interests

Probability

Experience

2014~present Assistant Professor, National Cheng Kung University

Fingerprint

Dive into the research topics where Gi-Ren Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

6 Similar Profiles

Network

Recent external collaboration on country level. Dive into details by clicking on the dots or

1 Active
2 Finished

基於隱藏式馬可夫模型之異質感測資料融合
Liu, G.
20-08-01 → 21-07-31
Project: Research project
基於隱藏式馬可夫模型之異質感測資料融合
Liu, G.
19-08-01 → 20-07-31
Project: Research project
擴散映射及其在睡眠深度評估上的應用
Liu, G.
17-08-01 → 18-07-31
Project: Research project

51 Citations
4 h-Index
15 Article
2 Chapter

Explore Intrinsic Geometry of Sleep Dynamics and Predict Sleep Stage by Unsupervised Learning Techniques
Liu, G. R., Lo, Y. L., Sheu, Y. C. & Wu, H. T., 2021, Springer Optimization and Its Applications. Springer, p. 279-324 46 p. (Springer Optimization and Its Applications; vol. 168).
Research output: Chapter in Book/Report/Conference proceeding › Chapter
Large-scale assessment of consistency in sleep stage scoring rules among multiple sleep centers using an interpretable machine learning algorithm
Liu, G. R., Lin, T. Y., Wu, H. T., Sheu, Y. C., Liu, C. L., Liu, W. T., Yang, M. C., Ni, Y. L., Chou, K. T., Chen, C. H., Wu, D., Lan, C. C., Chiu, K. L., Chiu, H. Y. & Lo, Y. L., 2021 Feb 1, In: Journal of Clinical Sleep Medicine. 17, 2, p. 159-166 8 p.
Research output: Contribution to journal › Article › peer-review
Diffuse to fuse EEG spectra – Intrinsic geometry of sleep dynamics for classification
Liu, G. R., Lo, Y. L., Malik, J., Sheu, Y. C. & Wu, H. T., 2020 Jan, In: Biomedical Signal Processing and Control. 55, 101576.
Research output: Contribution to journal › Article › peer-review
7 Citations (Scopus)
Save Muscle Information-Unfiltered EEG Signal Helps Distinguish Sleep Stages
Liu, G. R., Lustenberger, C., Lo, Y. L., Liu, W. T., Sheu, Y. C. & Wu, H. T., 2020 Apr 3, In: Sensors (Basel, Switzerland). 20, 7
Research output: Contribution to journal › Article › peer-review

Open Access
Diffusion operators for multimodal data analysis
Shnitzer, T., Lederman, R. R., Liu, G-R., Talmon, R. & Wu, H. T., 2019 Jan 1, Handbook of Numerical Analysis. Kimmel, R. & Tai, X-C. (eds.). Elsevier B.V., p. 1-39 39 p. (Handbook of Numerical Analysis; vol. 20).
Research output: Chapter in Book/Report/Conference proceeding › Chapter