文贵华,华南理工大学 计算机科学与工程学院-z6尊龙旗舰厅

文贵华 wen guihua

教授

机器学习 , 数据挖掘 , 情感识别 , 智慧中医

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个人简介

文贵华,男,教授,博士生导师。华南理工大学机器学习与数据挖掘实验室主、广东省人工智能中医工程技术研究中心主任。目前是政府科技部门、国家自然科学基金、国家科技进步奖等评审专家。主持多项国家自然科学基金、广东省重点领域研究计划项目、广州市产学研重大项目等。主要研究方向:认知计算,机器学习,神经网络,数据挖掘,及其它们在智能医疗中的应用。


提出了认知几何方法,创造性机器学习方法,分阶段学习方法,内成像神经网络等新方法,研究成果分别发表在ieee traction on cybernetics、ieee transaction on multimedia、pattern recognition等jcr 1区期刊。近三年共发表sci论文17篇,授权发明专利11件。目前还与英国南安普顿大学副校长,英国两院院士,曾任acm主席的dame wendy hall签署了校际协议,组建了知识图谱及其医疗应用的国际化研究团队。


联合企业研究人工智能新方法的创新应用:情感情识别和智能中医,研制了智能中医机器人平台、智能中医体质辨识机器人、智能中医诊疗机器人等领航产品。

研究兴趣

机器学习 数据挖掘 情感计算 智慧中医

biography

introduction

wen guihua, male, professor, doctoral supervisor. director of machine learning and data mining laboratory of south china university of technology and director of guangdong artificial intelligence traditional chinese medicine engineering technology research center. at present, he is an evaluation expert of government science and technology departments, the national natural science foundation, and the national science and technology progress award. he has presided over a number of projects supported by national natural science foundation of china, guangdong provincial key research projects, and guangzhou industry, universities and research projects. research interests: cognitive computing, machine learning, neural networks, data mining, and their applications in intelligent medicine.

education

(1) 2008.9-2011.7, south china university of technology, circuits and systems, ph. d
(2) 1991.9-1994.4, computer applications, nanjing university of aeronautics and astronautics, master
(3) 1987.9-1991.7, hunan institute of automotive technology, computer application, bachelor

work experience

(1)2009.12- present, south china university of technology, school of computer science and engineering, professor
(2)2006.9-2009.12, south china university of technology, school of computer science and engineering, associate professor
(3)2003.12-2006.9, south china university of technology, institute of computer applications, associate professor
(4)1994.4-2003.12, south china university of technology, institute of computer applications, engineer

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