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Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Projects
- 7 Finished
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A dynamic time warping approach for handling class imbalanced medical datasets with missing values: A case study of protein localization site prediction
Hung, L. C., Hu, Y. H., Tsai, C. F. & Huang, M. W., 15 Apr 2022, In: Expert Systems with Applications. 192, 116437.Research output: Contribution to journal › Article › peer-review
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An investigation of solutions for handling incomplete online review datasets with missing values
Hu, Y. H. & Tsai, C. F., 2022, In: Journal of Experimental and Theoretical Artificial Intelligence. 34, 6, p. 971-987 17 p.Research output: Contribution to journal › Article › peer-review
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Deep learning for missing value imputation of continuous data and the effect of data discretization
Lin, W. C., Tsai, C. F. & Zhong, J. R., 5 Mar 2022, In: Knowledge-Based Systems. 239, 108079.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
Empirical comparison of supervised learning techniques for missing value imputation
Tsai, C. F. & Hu, Y. H., Apr 2022, In: Knowledge and Information Systems. 64, 4, p. 1047-1075 29 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Towards hybrid over- and under-sampling combination methods for class imbalanced datasets: an experimental study
Lin, C., Tsai, C. F. & Lin, W. C., 2022, (Accepted/In press) In: Artificial Intelligence Review.Research output: Contribution to journal › Article › peer-review
1 Scopus citations