薛广东

基本信息 姓名 薛广东
系室 数学系
职称 讲师
联系方式 见学院黄页
电子邮件 gdxue@dhu.edu.cn
研究方向 模糊理论与模糊系统，模糊神经网络，机器学习，模式识别
个人简介 长期致力于计算智能、机器学习与模式识别方面的研究。主要有面向高维数据的模糊系统建模，突破模糊系统的高维困境；模糊系统框架下的嵌入式特征选择方法设计，对高维数据进行特征降维；以及对模糊系统的规则提取方案研究，以此保证模糊系统的处理性能。
学习经历 起止年月 学校 专业 学位/学历
2019/09-2023/12 中国石油大学（华东） 控制科学与工程 工学博士/研究生
2018/09-2019/06 中国石油大学（华东） 数学 期间申请硕博连读
2014/09-2018/06 海南大学 物流管理 管理学学士/本科
工作经历 起止年月 单位 职称/职务
2023/12-至今 东华大学理学院 讲师
代表性论文&科研
[11] Guangdong Xue, Yekai Yang, Jian Wang. Adaptive Yager T-norm-based Takagi-Sugeno-Kang fuzzy systems[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2025, Accepted.
[10] Ming Ma, Liyang Qian, Yi Zhang, Qi Fang, Guangdong Xue*. An adaptive double-parameter softmin based Takagi-Sugeno-Kang fuzzy system for high-dimensional data[J]. Fuzzy Sets and Systems, 2025, 521: 109582.
[9] Guangdong Xue, Liangjian Hu, Jian Wang, Sergey Ablameyko. ADMTSK: A high-dimensional Takagi–Sugeno–Kang fuzzy system based on adaptive Dombi T-norm[J]. IEEE Transactions on Fuzzy Systems, 2025, 33(6): 1767-1780.
[8] Guangdong Xue, Jian Wang, Kai Zhang, Nikhil R. Pal. High-dimensional fuzzy inference systems[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024, 54(1): 507-519.
[7] Guangdong Xue, Qin Chang, Jian Wang, Kai Zhang, Nikhil R. Pal. An adaptive neuro-fuzzy system with integrated feature selection and rule extraction for high-dimensional classification problems[J]. IEEE Transactions on Fuzzy Systems, 2023, 31(7): 167-2181.
[6] Guangdong Xue, Jian Wang, Bin Yuan, Caili Dai. DG-ALETSK: A high-dimensional fuzzy approach with simultaneous feature selection and rule extraction[J]. IEEE Transactions on Fuzzy Systems, 2023, 31(11): 3866-3880.
[5] Guangdong Xue, Jian Wang, Bingjie Zhang, Bin Yuan, Caili Dai. Double groups of gates based Takagi-Sugeno-Kang (DG-TSK) fuzzy system for simultaneous feature selection and rule extraction[J]. Fuzzy Sets and Systems, 2023, 469: 108627.
[4] Guangdong Xue, Bingjie Zhang, Xiaoling Gong, Jian Wang. Bagging-AdaTSK: An ensemble fuzzy classifier for high-dimensional data[C]. Intelligent Computing Methodologies: International Conference on Intelligence Computing (ICIC 2022), 2022: 32-43.
[3] Qilin Ren, Guangdong Xue, Xiaoling Gong, Jian Wang. A novel fuzzy rule based neuro-system with sparse rule extraction for classification problems[C]. 2022 12th International Conference on Information Science and Technology (ICIST). IEEE, 2022: 356-361.
[2] Jiamin Li, Xiangyu Wang, Guangdong Xue, Huaqing Zhang, Jian Wang. Sparse broad learning system via a novel competitive swarm optimizer[C]. 2022 IEEE 6th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC). IEEE, 2022: 1697-1701.
[1] Huaying Sun, Shujun Wu, Guangdong Xue, Kai Zhang, Jian Wang. Broad learning system with particle swarm optimization and singular value decomposition[C]. 2021 11th International Conference on Intelligent Control and Information Processing (ICICIP). IEEE, 2021: 255-262.