Searched for: author%3A%22Fu%2C+Sheng%22
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Fu, Sheng (author), Chen, P. (author), Ye, Zhisheng (author)
The multicategory support vector machine (MSVM) has been widely used for multicategory classification. Despite its widespread popularity, regular MSVM cannot provide direct probabilistic results and suffers from excessive computational cost, as it is formulated on the hinge loss function and it solves a sum-to-zero constrained quadratic...
journal article 2023
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Chen, Shuyi (author), Parnell, S.R. (author), Kokalari, I. (author), Smith, Gregory N. (author), Zeng, Bing Hong (author), Way, Tun Fun (author), Chuang, Fu Sheng (author), Rwei, A.Y. (author)
Waterborne polyurethane (WPU) has attracted significant interest as a promising alternative to solvent-based polyurethane (SPU) due to its positive impact on safety and sustainability. However, significant limitations of WPU, such as its weaker mechanical strength, limit its ability to replace SPU. Triblock amphiphilic diols are promising...
journal article 2023
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Fu, Sheng (author), Chen, P. (author), Liu, Yufeng (author), Ye, Zhisheng (author)
Multinomial logistic regression models are popular in multicategory classification analysis, but existing models suffer several intrinsic drawbacks. In particular, the parameters cannot be determined uniquely because of the over-specification. Although additional constraints have been imposed to refine the model, such modifications can be...
journal article 2023