薛廣東

基本信息姓名薛廣東
系室數學系
職稱講師
聯系方式見學院黃頁
電子郵件gdxue@dhu.edu.cn
研究方向模糊理論與模糊系統,模糊神經網絡,機器學習,模式識别
個人簡介長期緻力于計算智能、機器學習與模式識别方面的研究。主要有面向高維數據的模糊系統建模,突破模糊系統的高維困境;模糊系統框架下的嵌入式特征選擇方法設計,對高維數據進行特征降維;以及對模糊系統的規則提取方案研究,以此保證模糊系統的處理性能。
學習經曆起止年月學校專業學位/學曆
2019/09-2023/12中國石油大學(華東)控制科學與工程工學博士/研究生
2018/09-2019/06中國石油大學(華東)數學期間申請碩博連讀
2014/09-2018/06海南大學物流管理管理學學士/本科
工作經曆起止年月單位職稱/職務
2023/12-至今東華大學理學院講師
代表性論文&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.
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