邓宇辉 - 北京师范大学-香港浸会大学

个人简介

邓宇辉博士，北师港浸大理工科技学部统计系副教授，于武汉大学获应用数学学士学位，概率论与数理统计硕士学位，并于香港城市大学获应用数学博士学位，现任中国数学会均匀设计分会委员，中国工业与应用数学学会终身会员。邓宇辉博士的研究兴趣包括数据挖掘，机器学习，实验设计，金融时间序列等。邓宇辉博士已在国际学术期刊和会议发表相关论文多篇，并主持多项研究基金项目，于2018年被授予北师港浸大校长最佳教学和服务奖, 并于2021年被广东省教育厅授予“南粤优秀教师”称号。 Awards and Honors Nanyue Excellent Teacher in Guangdong Province, 2021 President's Award for Teaching and Service at UIC, 2018 Outstanding Poster Supervisor Award in DST Statistics Programme, 2016

研究领域

数据挖掘、机器学习、实验设计、金融时间序列以及颗粒流体

近期论文

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D. Hui, Y. Sun, S. Xu, J. Liu, P. He, Y. H. Deng, H. X. Huang, X. S. Zhou, and R. S. Li. Analysis of clinical predictors of kidney diseases in type 2 diabetes patients based on machine learning. International Urology and Nephrology, 1-10, (2022). J. Liu, Y. Yang, J. Ma, J. Tu, Y. H. Deng, P. He, R. Li, et al., Analysis of main risk factors causing stroke in Shanxi Province based on machine learning models. Informatics in Medicine Unlocked, 26, 100712 (2021). J. L. Liu, K. K. T. Tsang and Y. H. Deng, Improved Parallel RSA Cryptosystem with GPU for Network Information Security. Advances in Natural Compututation. Fuzzy System and Knowledge Discovery ICNC-FSKD 2020, 1384, 1061-1068 (2020). A. M. Elsawah, K.T. Fang and Y. H. Deng, Some interesting behaviors of good lattice point sets. Communications in Statistics-Simulation and Computation, 46(7), 1-19 (2019). X. Y. Ma, K. T Fang and Y. H. Deng, Some results on magic squares based on generating magic vectors and R-C similar transformations. Spec. Matrices. 5, 82-96 (2017). Z. Lin, S. Liu, K. T. Fang and Y. H. Deng, Generation of all magic squares of order 5 and interesting patterns finding. Spec. Matrices. 4(1) (2016). Y. H. Deng, Y. Zhao, Mathematical modeling on the force experienced by the wall during the deflection of granular flows. 2nd International Conference on Mathematical Modeling in Physical Sciences 2013. Journal of Physics Conference Series, 4902014 (2014). Y. H. Deng, J. Wylie and Q. Zhang, Deflection of A Dilute Stream of Particles. Physical Review E, 82, 011307 (2010). Y. H. Deng, J. Wylie and Q. Zhang, Theoretical Analysis for Deflection of Granular Jets. Comptes Rendus Mathematiques, 348, 111 (2010). Y. H. Deng, J. Wylie and Q. Zhang, Theoretical analysis of a high-mach-number dilute inelastic gas impinging on a surface. Acta Mathematica Scientia, 30B(2) (2010).