一、基本资料
安爽，女，博士，东北大学秦皇岛分校副教授，硕士生导师，博士生导师。
二、主讲课程和研究方向
主讲课程：概率论与数理统计、大数据挖掘、机器学习、线性代数等。
研究方向：数据挖掘与机器学习。
三、主要科研成果
[1] S. An, Y.H. Song, C.Z. Wang, G. Guo. A locally distributed rough set model for feature selection and prototype learning, Fuzzy Sets and Systems 498 (2025) 109137.
[2] S. An, Y.N. Zhang, C.Z. Wang. Relative neighborhood rough feature selection and robust classification for multi-density data. Pattern Recognition 161 (2025) 111303.
[3] S. An, E.H. Zhao, C.Z. Wang, Ge Guo, Suyun Zhao, Piyu Li. Relative Fuzzy Rough Approximations for Feature Selection and Classification. IEEE Transactions on Cybernetics 53(4) (2023)2200-2210. (SCI)
[4] S. An, X.Y. Guo, C.Z. Wang, G. Guo, J.H. Dai. A soft neighborhood rough set model and its applications. Information Sciences 624 (2023) 185–199. (SCI)
[5] S. An, M.R. Zhang, C.Z. Wang, W.P. Ding. Robust Fuzzy Rough Approximations with kNN Granules for Semi-Supervised Feature Selection， Fuzzy Sets and Systems 461(2023)108476. (SCI)
[6] S. An, Q.J. Xiao, C.Z. Wang, S.Y. Zhao. Granularity Self-information Based Uncertainty Measure for Feature Selection and Robust Classification, Fuzzy Sets and Systems 470(2023)108658. (SCI)
四、联系方式
电子邮箱：19573873@qq.com
