期刊文献+

数据挖掘在信息融合中的应用研究

Application study on data mining in information fusion
下载PDF
导出
摘要 信息融合是信息领域一个前景广阔的研究方向。通过多信息采集设备组网可以获得比单一信息采集设备质量更高的信息。信息融合技术虽然发展迅速,但是信息融合技术理论尚待完善。文中提出了采用数据挖掘技术分析数据的思想,概括了数据挖掘的任务与过程,着重介绍了如何利用关联规则挖掘技术分析数据源的数据。 The information fusion is a prospective research direction in information realm.Many information collecters can collect information of the higher quality than that one.Although the information fusion technique developed quickly,the theories of information fusion must be perfected.The paper put forward thought of developed data mining,generalized the mission and processes of data mining,emphasized how to mine the data based on association rule.
作者 王毅 董建国
出处 《信息技术》 2010年第9期142-146,共5页 Information Technology
关键词 信息融合 数据挖掘 关联规则 information fusion data mining association rule
  • 相关文献

参考文献4

二级参考文献20

  • 1刘君华.智能传感器系统[M].西安:西安电子科技大学出版社,2000.264-289.
  • 2Dasarathy B V.Sensor fusion potential exploitation-innovative architectures and illustrative applications[J].Proceedings of the IEEE,1997,85(1):24-38.
  • 3Ren C Luo,Kuo L Su.A review of high-level multisensor fusion:approaches and application[C]//Proc.IEEE Int.Conf.on Multisensor fusion and integration for intelligent systems,1999:25-31.
  • 4Hall D L,Llinas J.An introduction to multisensor data fusion[J].Proceedings of the IEEE,1997,85(1):6-23.
  • 5P K Varshney.Multisensor data fusion[C]// Proc.Electronic and Communication Engineering Journal,1997:245-253.
  • 6Bedworth M,O'Brien J.The Omnibus model:a new model of data fusion[J].IEEE Tran.on Aerospace and Electronic Systems Magazine,2000,15(4):30-36.
  • 7Terry Windeatt,Reza Ghaderi.Binary labeling and decision-level fusion[J].Proc.Information fusion,2001,2:103-112.
  • 8G W Ng,K H Ng.Sensor management-what,why,how[J].Proc,2000(2):67-75.
  • 9E Waltz.The principle and practice of image and spatial data fusion[C] //Proc.8^th Natl.Data fusion conf.1995.
  • 10C.Bowman.Private communication to D.L.Hall[A].1995.

共引文献80

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部