2011.07至今：东北大学秦皇岛分校，副教授

数据挖掘和机器学习

Shuang An, Enhui Zhao, Changzhong Wang, Ge Guo, Suyun Zhao, Piyu Li. Relative Fuzzy Rough Approximations for Feature Selection and Classification. IEEE Transactions on Cybernetics，2021. Shuang An, Qinghua Hu, Changzhong Wang. Probability Granular Distance-Based Fuzzy Rough Set Model. Applied Soft Computing Journal, 102(2021)107064. Shuang An，Qinghua Hu, Changzhong Wang, Ge Guo, Piyu Li. Data Reduction Based on NN-kNN Measure for NN Classification and Regression. International Journal of Machine Learning and Cybernetics, 2021, DOI: 10.1007/s13042-021-01327-3. Shuang An, Jiaying Liu, Changzhong Wang, Suyun Zhao. A Relative Uncertainty Measure for Fuzzy Rough Feature Selection. International Journal of Approximate Reasoning, 139(2021) 130-142. Shuang An et al. Data-distribution-aware fuzzy fough setmodel and its application to robust classification. IEEE Transactions on Cybernetics, 46, 12(2016)3073-3085. Shuang An et al. Fuzzy rough regression with application to wind speed prediction. Information Sciences, 282(2014)388-400. Shuang An et al. Fundamenta Informaticae, Advances on Rough Sets and Knowledge Technology, 132(2014)381-399. Shuang An et al. Soft minimum enclosing ball-based robust fuzzy rough sets. Fundamenta Informaticae, 115(2012)189-202