Shien-tsung Chen

Professor

Department of Hydraulic and Ocean Engineering

Phone886 6 2757575 ext 63221
Emailchen@gs.ncku.edu.tw
Websitehttp://www3.hyd.ncku.edu.tw/?page_id=11632

Source: Scopus
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Personal profile

Education

2006 Ph.D. in Hydraulic Engineering, NCKU
1998 M.Sc. in Hydraulic Engineering, NCKU
1996 B.Sc. in Hydraulic Engineering, NCKU

Experience

Associate Professor, Dept. of Hydraulic and Ocean Engineering, NCKU
Professor, Dept. of Water Resources Engineering and Conservation, FCU
Associate Professor, Dept. of Water Resources Engineering and Conservation, FCU
Assistant Professor, Dept. of Water Resources Engineering and Conservation, FCU
Assistant Researcher, Dept. of Hydraulic and Ocean Engineering, NCKU
Postdoctoral Fellow, Dept. of Hydraulic and Ocean Engineering, NCKU
Associate Engineer, Coastal Ocean Monitoring Center, NCKU
Second Lieutenant, Republic of China Air Force

Research Interests

Hydrology
Hydroinformatics
Climate Change
Real-time Forecasting

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983 Citations
13 h-Index
37 Article
2 Conference contribution
1 Paper

Improving coastal oceanwave height forecasting during typhoons by using local meteorological and neighboring wave data in support vector regression models
Chen, S. T. & Wang, Y. W., 2020 Mar 1, In: Journal of Marine Science and Engineering. 8, 3, 149.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Citation (Scopus)
Operational probabilistic forecasting of coastal freak waves by using an artificial neural network
Doong, D. J., Chen, S. T., Chen, Y. C. & Tsai, C. H., 2020 Mar 1, In: Journal of Marine Science and Engineering. 8, 3, 165.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Citation (Scopus)
Real-time probabilistic flood forecasting using multiple machine learning methods
Nguyen, D. T. & Chen, S. T., 2020 Mar 1, In: Water (Switzerland). 12, 3, 787.
Research output: Contribution to journal › Article › peer-review

Open Access
2 Citations (Scopus)
Fuzzy time series for real-time flood forecasting
Chen, C. S., Jhong, Y. D., Wu, W. Z. & Chen, S. T., 2019 Mar 1, In: Stochastic Environmental Research and Risk Assessment. 33, 3, p. 645-656 12 p.
Research output: Contribution to journal › Article › peer-review
10 Citations (Scopus)
Probabilistic forecasting of coastal wave height during typhoon warning period using machine learning methods
Chen, S. T., 2019 Mar, In: Journal of Hydroinformatics. 21, 2, p. 343-358 16 p.
Research output: Contribution to journal › Article › peer-review

Open Access
4 Citations (Scopus)

Education

Experience

Research Interests

Improving coastal oceanwave height forecasting during typhoons by using local meteorological and neighboring wave data in support vector regression models

Operational probabilistic forecasting of coastal freak waves by using an artificial neural network

Real-time probabilistic flood forecasting using multiple machine learning methods

Fuzzy time series for real-time flood forecasting

Probabilistic forecasting of coastal wave height during typhoon warning period using machine learning methods