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
[1] 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.
[2] 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.
[3] 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.
[4] 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.
[5] 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.
[6] 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.
[7] 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.
[8] 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.