1 code implementation • 14 Mar 2023 • Youxi Wu, Shuhui Cheng, Yan Li, Rongjie Lv, Fan Min
The experimental results verify that STWD-SFNN has a more compact network on structured datasets than other SFNN models, and has better generalization performance than the competitive models.
1 code implementation • IEEE Transactions on Systems, Man, and Cybernetics: Systems 2022 • Min Wang, Chunyu Yang, Fei Zhao, Fan Min, XiZhao Wang
A reasonable machine learning scenario involves obtaining certain values and labels at cost on request.
no code implementations • 13 Dec 2012 • Hong Zhao, Fan Min, William Zhu
In this paper, we study the cost-sensitive feature selection problem on numerical data with measurement errors, test costs and misclassification costs.
no code implementations • 12 Nov 2012 • Hong Zhao, Fan Min, William Zhu
In this paper, we consider numerical data with measurement errors and study minimal cost feature selection in this model.
no code implementations • 29 Sep 2012 • Hong Zhao, Fan Min, William Zhu
In this paper, we introduce normal distribution measurement errors to covering-based rough set model, and deal with test-cost-sensitive attribute reduction problem in this new model.