Ø 个人简介
冼广铭，男，华南师范大学人工智能学院副教授，硕士生导师。博士毕业于华南理工大学计算机科学与工程学院计算机应用技术专业，研究方向为人工智能、机器学习、大数据、数据挖掘、图像识别、云计算等。
近年从事如下项目研究：主持省部级项目一项，参与国家自然科学基金面上项目一项，参与教育部人文社会科学研究基金项目一项。在《Expert systems with applications》、《Neural network world》、《Journal of computational intelligence and applications》、《计算机科学》、《计算机工程》、《计算机工程与应用》等国内外期刊上发表论文三十来篇，其中 15篇被SCI、EI、ISTP检索。
Ø 教育背景
1994.09-1998.07 华南理工大学 本科
2000.09-2003.07 华南理工大学 硕士
2004.09-2007.07 华南理工大学 计算机应用 博士
Ø 工作经历
2007.07-今 华南师范大学教师
Ø 研究领域
人工智能 , 机器学习 , 大数据，图像识别 , 云计算等。
Ø 期刊论文
[1]Guangming Xian*. Multiple microphone speaker recognition system for second language based on biomimetic pattern recognition with big data fusion. Journal of physics, 已录用
[2]Guangming Xian*. Application of support vector regression for parameter optimization of vibration flow field of high-density polyethylene melts characterized by small angle light scattering. Material science and engineering
[3]Guangming Xian*. An effective parameter optimization technique for vibration flow field characterization of PP melts via LS-SVM combined with SALS in an electromagnetism dynamic extruder. Material science and engineering
[4]Xian Guang-Ming, Zeng Bi-Qing, Pang Xiong-Wen, Yun Qiao-Yun, Xiao Ying-Wang, Huang Ai-Yi, Ma Ying-Yi, Wu Xing-Chun. Using combination of lifting wavelet and multiclass SVM based on global optimization class strategy for fault pattern identification.. Journal of vibroengineering.
[5]Xian guangming, Zeng biqing, Qiaoyun Yun, Xiongwen pang. Non-specific person continuous speech identification in second language using BPR. Telkomnika Indonesian journal of electrical engineering
[6]Xian Guang-ming, Zeng Bi-qing. An effective and novel technique fault diagnosis technique based on EMD and SVM. Neural network world
[7]Guang-ming Xian. An identification method of malignant and benign liver tumors from ultrasonography based on GLCM texture features and fuzzy SVM. Expert systems with applications
[8]Guang-ming Xian. Mechanical failure classification for spherical roller bearing of hydraulic injection molding machine using DWT-SVM. Expert systems with applications
[9]冼广铭, 齐德昱, 方群, 柯庆, 曾碧卿, 庞雄文. 凹半监督支持向量机及其应用. 计算机工程与应用
[10]冼广铭, 齐德昱, 方群, 柯庆, 曾碧卿, 肖应旺. 改进SVM分类算法中多重共线性问题研究. 计算机工程与应用
[11]Guang-ming Xian, Bi-qing Zeng. An intelligent fault diagnosis method based on discrete packet wavelet analysis and hybrid support vector machines. Expert systems with applications
Ø 会议论文
[1]GuangMing Xian, BiQing Zeng. A novel algorithm for predicting β-barrel outer membrane proteins asing ACO-based hyper-parameter selection for LS-SVMs. Proceedings of national conference on information technology and computer science
[2]GuangMing Xian, BingQing Zeng. An effective SALS Image denoising method based on 2-D discrete wavelet decomposition. Proceedings of national conference on information technology and computer science
Ø 开设课程
主要讲授的本科生课程有：《面向对象分析与设计》、《计算机网络与通信》等。
Ø 联系方式
Email：20071152@m.scnu.edu.cn