鄂建伟，数学科学学院专任教师，讲师，广西高校低空飞行指导与控制工程研究中心主任。2021年12月博士毕业于西安电子科技大学，概率论与数理统计专业(导师：冶继民教授)，并获优秀博士学位论文。主持国家自然科学基金1项，广西自然科学基金2项，参与(主要完成人)国家自然科学基金4项，在Expert Syst. Appl.等国际高水平SCI期刊发表科研论文10余篇。
电子邮箱∶jianwei_math@gxmzu.edu.cn； jianwei_math@163.com
研究领域
• 独立分量分析
• 随机系统控制
• 统计学习与数据分析、应用统计
主讲课程
• 本科生课程∶高等代数、数学分析、概率论与数理统计、常微分方程、线性代数
•研究生课程∶拓扑学、独立分量分析
获奖情况
• 指导学生参加美国大学生数学建模竞赛(MCM)获二等奖(H奖)
• 指导学生参加全国大学生数学建模竞赛获广西赛区三等奖2项
• 指导学生参加第八届、第九届中国国际“互联网＋”大学生创新创业大赛广西赛区铜奖
学术兼职
• 全国工业统计学教学研究会民族统计与数据科学分会理事
• 广西运筹学会理事
科学研究
• 国家自然科学基金：基于模糊独立分量分析的多尺度时间序列预测研究, 2025.01- 2027.12, 主持在研
• 广西自然科学基金：ICA数据特征提取的最优特征数目研究，2025.03-2028.02，主持在研
• 广西自然科学基金：基于欠定独立分量分析的国际能源价格驱动机制分析及预测研究, 2023.06-2026.05，主持在研
• 广西民族大学人才引进启动项目，大数据驱动下的独立成分分析技术研究，2023.01-2026.12，主持在研
论文发表情况∶
[1]. Jianwei E*, Zeyi Lu. Least-Squares Algorithms for Complex-Valued Blind Source Separation [J]. Circuits Systems and Signal Processing, 2024, 43(4): 2608-2625.
[2]. Chunzhi, Yang, Jianwei E*. Reduced-order observer-based event-triggered adaptive fuzzy backstepping control of uncertain fractional-order strict feedback nonlinear systems [J]. International Journal of Fuzzy Systems, 2024, 1-13.
[3]. Kaili He, Jianwei E*. Potential formation mechanism and prediction of crude oil price based on underdetermined independent component analysis [J]. Petroleum Science and Technology, 2024, 1-22.
[4]. Jianwei E*, Kaili He, Heng Liu, Quanbao Ji. A novel separation-ensemble analyzing and forecasting method for the gold price forecasting based on RLS-type independent component analysis [J]. Expert Systems With Applications, 2023, 232: 120852.
[5]. Jianwei E, Jimin Ye, Lulu He, Haihong Jin. A denoising carbon price forecasting method based on the integration of kernel independent component analysis and least squares support vector regression [J]. Neurocomputing, 2021, 434: 67-79.
[6]. Jianwei E, Jimin Ye, Lulu He; Haihong Jin; Performance analysis for complex-valued FastICA and its improvement based on the Tukey M-estimator, Digital Signal Processing, 2021, 115: 103077.
[7]. Jianwei E, Jimin Ye, Lulu He, Haihong Jin. Energy price prediction based on independent component analysis and gated recurrent unit neural network [J]. Energy, 2020, 189: 116278.
[8]. Jianwei E, Jimin Ye. A modified RLS algorithm for ICA with weighted orthogonal constraint [J]. Circuits Systems and Signal Processing, 2020, 39(6): 3046-3060.
[9]. Jianwei E, Jimin Ye, Haihong Jin. A novel hybrid model on the prediction of time series and its application for the gold price analysis and forecasting [J]. Physica A Statistical Mechanics and Its Applications, 2019, 527: 121454.
[10]. Jianwei E, Yanling Bao, Jimin Ye. Crude oil price analysis and forecasting based on variational mode decomposition and independent component analysis. Physica A Statistical Mechanics and Its Applications, 2017, 484: 412-427.
[11]. Jianwei E, Shenggang Li, Jimin Ye. A new approach to gold price analysis based on variational mode decomposition and independent component analysis [J]. Acta Physica Polonica B, 2017, 48(11): 2093-2115.
