三、代表性科研成果: (1) 孙晓燕,巩敦卫,徐瑞东,高级交互式遗传算法理论与应用,北京:科学出版社, 2012. (2)Xiaoyan Sun*, Dunwei Gong, Yaochu Jin, Shanshan Chen, A New Surrogate-assisted Interactive Genetic Algorithm with Weighted Semisupervised Learning, IEEE Transactions on Cybernetics, 2013, 43(2): 685-698(IF:19.118,中科院一区, TOP期刊) (3)Lin Bao,Xiaoyan Sun*,Dunwei Gong, Yong Zhang,Multisource heterogeneous user generated contents-driven interactive estimation of distribution algorithms for personalized search, IEEE Transactions on Evolutionary Computation, 2022, 26(5): 844-858.(IF:16.497,中科院一区) (4)Yang Chen, Xiaoyan Sun*, Dunwei Gong, Yong Zhang, Jong Choi, Scott Klasky, Personalized Search Inspired Fast Interactive Estimation of Distribution Algorithm and Its Application, IEEE Transactions on Evolutionary Computation, 2017, 21(4): 588-600(IF:16.497, 中科院一区) (5) Yang Chen#,Xiaoyan Sun#, Yaochu Jin*, Communication-efficient federated deep learning with layerwise asynchronous model update and temporally weighted aggregation, IEEE Transactions on Neural Networks and Learning Systems, 2020, 31(10):4229-4238. (IF:14.255,中科院一区) (6) Yao Hu,Xiaoyan Sun*, Linqi Song, Ye Tian, K.C. Tan, Communication Efficient Federated Learning with Heterogeneous Structured Client Models, IEEE Transactions on Emerging Topics in Computational Intelligence, 2022,DOI:10.1109/TETCI.2022.3209345.(IF:4.851, JCR二区) (7) Yang Chen, Yaochu Jin,Xiaoyan Sun*, Language model based interactive estimation of distribution algorithm, Knowledge-based Systems, 2020, 200:105980.(IF: 8.139,中科院一区) (8) Lin Bao,Xiaoyan Sun*,Yang Chen, Dunwei Gong, Yong Zhang, Restricted boltzmann machine-driven interactive estimation of distribution algorithm for personalized search, Knowledge-based Systems, 2020, 200: 106030.(IF: 8.139,中科院一区) (9) Hejuan Hu,Xiaoyan Sun*,Bo Zeng, Dunwei Gong, Yong Zhang,Enhanced evolutionary multi-objective optimization-based dispatch of coal mine integrated energy system with flexible load, Applied Energy, 2022, 307:118130.(IF: 11.446,中科院一区) (10) Xiaoyan Sun*, Lin Zhao, Pengfei Zhang, Lin Bao, Yang Chen. Enhanced NSGA-II with evolving directions prediction for interval multi-objective optimization, Swarm and Evolutionary Computation, 2019, 49:124-133.(IF: 7.73,中科院一区) (11)暴琳,孙晓燕*,巩敦卫,张勇,融合注意力机制的增强受限玻尔兹曼机驱动的交互式分布估计算法,自动化学报, 2021, DOI: 10.1683/j.aas.c200604. (12)孙晓燕*,李家钊,曾博,巩敦卫,廉志勇,基于特征迁移学习的综合能源系统小样本日前电力负荷预测,控制理论与应用, 2021, 38(1): 63-72. 授权发明专利 (1)孙晓燕,巩敦卫,陆宜娜,张抗抗,张鹏飞,时良振,基于交互式进化优化的图书个性化搜索方法,2018,中国,ZL201410202346.X (2)孙晓燕,刘恋,胡尧,煤矿井下电磁辐射强度时序数据的选择与趋势预测方法,专利号:ZL201810498234.1,2022. |