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用于癌症分类的随机子空间半监督维数约减
  • ISSN号:1000-565X
  • 期刊名称:《华南理工大学学报:自然科学版》
  • 时间:0
  • 分类:TP391[自动化与计算机技术—计算机应用技术;自动化与计算机技术—计算机科学与技术] TQ320.52[化学工程—合成树脂塑料工业]
  • 作者机构:[1]School of Medical Information Engineering, Guangdong Pharmaceutical University, Guangzhou 510006, China, [2]School of Computer Science and Engineering, South China University of Technology, Guangzhou 510006, China, [3]Shenzhen Key Laboratory of High Performance Data Mining, Shenzhen 518055, China
  • 相关基金:Acknowledgements The research leading to these results was supported by the National Natural Science Foundation of China (Grants No. 61070090, 61273363, 61003174 and 60973083), the Guangdong Natural Science Funds for Distinguished Young Scholar ($2013050014677), the Fundamental Research Funds for the Central Universities (2014G0007), China Postdoctoral Science Foundation (2013M540655), NSFC-Guangdong Joint Fund (U1035004), and Natural Science Foundation of Guangdong Province, China (10451064101004233 and S2012040008022).
中文摘要:

Xianfa Cai is an associate professor of the School of Medical Information Engineering, Guangdong Pharmaceutical University. Cai received his BS and MS degrees from Jiangxi Normal university and SunYat-sen University in 2002 and 2006, respectively, and obtained his PhD degree from South China University of Technology in 2013. His research focuses on machine learning, pattern recognition, and bioinformatics.E-mail: cxianfa@126.com Guihua Wen is a professor and doctoral supervisor. In 2005 and 2006, he did visiting research on machine learning and semantic web in School of Electronics and Computer, University of Southampton, UK. His main research interests are computational creativity, machine learning, knowl- edge discovery and cognitive geometry. Since 2006, he has proposed some original methods based on the computation of cognitive laws that can effectively solve difficult problems in information science. He has been a Council Member of Chinese Association for Artificial Intelligence and a program committee member of many international conferences. He is also a reviewer for China National Natural Science Foundation. Jia Wei received his BS and MS degrees in computer science from Harbin Institute of Technology in 2003 and 2006, respectively, and his PhD degree in computer science from the South China University of Technology in 2009. He is now a lecturer in the School of Computer Science and Engineering, South China University of Technology. His research fields include machine learning and image retrieval. Zhiwen Yu is a professor in the School of Computer Science and Engineering, South China University of Technology, Guangzhou, China. Yu is a senior member of IEEE and a senior member of China Computer Federation. He received his BS and MPhil from SunYat- sen University in China in 2001 and 2004, respectively, and his PhD degree in computer science from the City University of Hong Kong, China in 2008. His research interests include pattern recognition, bioinformatics, multimedia, intelligent computing, and da

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期刊信息
  • 《华南理工大学学报:自然科学版》
  • 北大核心期刊(2011版)
  • 主管单位:国家教育部科技司
  • 主办单位:华南理工大学
  • 主编:李元元
  • 地址:广州市天河区五山路华南理工大学17号楼
  • 邮编:510640
  • 邮箱:journal@scut.edu.cn
  • 电话:
  • 国际标准刊号:ISSN:1000-565X
  • 国内统一刊号:ISSN:44-1251/T
  • 邮发代号:46-174
  • 获奖情况:
  • 本学报荣获1996年国家教委系统优秀科技期刊二等奖...,1999年荣获全国优秀高校自然科学学报及教育部优秀...,2001年荣获广东省优秀期刊奖和广东省优秀科技期刊...,2004年获全国高校优秀科技期刊二等奖,2006年获首届教育部优秀科技期刊奖,2008年荣获第二届教育部优秀科技期刊奖
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,美国化学文摘(网络版),荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,英国科学文摘数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:22954