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Continuous Outlier Monitoring on Uncertain Data Streams
  • ISSN号：1000-9000
  • 期刊名称：Journal of Computer Science and Technology
  • 时间：2014
  • 页码：436-448
  • 分类：TP393[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] X831[环境科学与工程—环境工程]
  • 作者机构：[1]College of Information Science and Engineering, Northeastern University, Shenyang 110819, China, [2]Key Laboratory of Medical Image Computing, Ministry of Education, Northeastern University, Shenyang 110819, China, [3]College of Computer, Shenyang Aerospace University, Shenyang 110819, China, [4]Department of Command Information System Engineering, Logistic Engineering University of People's Liberation Army Chongqing 400311, China
  • 相关基金：The work is supported by the National Natural Science Foundation of China under Grant Nos. 61025007, 61328202, 61173029, 61100024, 61332006, and 61073063, the National High Technology Research and Development 863 Program of China under Grant No. 2012AA011004, and the National Basic Research 973 Program of China under Grant No. 2011CB302200=G.
  • 相关项目：高速不确定数据流环境下数据分析处理关键技术研究
作者： Keyan Cao|Guoren Wang|Donghong Han|
关键词： 数据流, 连续监测, 异常检测, 变量查询, 修剪方法, 离群点检测, 数据挖掘, 增量算法, outlier detection, uncertain data stream, data mining, parameter variable query
中文摘要：

Ke-Yan Cao is a Ph.D. can- didate at Northeastern University, Shenyang. Her research interests in- chide data mining, uncertain data management and data stream man- agement. Guo-Ren Wang is a professor and Ph.D. supervisor at Northeast- ern University, and a senior mem- ber of CCF. His research interests in- elude XML data management, query processing and optimization, proba- bilistie database, and bioinformatics. Dong-Hong Hart is an associate professor at Northeastern Uni= versity. Her research interests include data stream management, data mining and uncertain data management. She is a member of CCF. Guo-Hui Ding received his Ph.D. degree ill computer architecture from Northeastern University, Shenyang, in 2012. His main research interests include data mining, data integration, and data space. Ai-Xia Wang received her Ph.D. degree in computer architecture from Northeastern University in 2012. Now she is a lecturer at Northeastern University, Her research interests include pattern recognition and embedded system. Ling-Xu Shi uate at Logistic is an undergrad- Engineering University of People＇s Liberation Army, Chongqing. His research interests indude data mining, oil information management system, oil depot management, and data stream management.

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期刊信息
  • 《计算机科学技术学报：英文版》
  • 中国科技核心期刊
  • 主管单位:
  • 主办单位:中国科学院计算机技术研究所
  • 主编：
  • 地址：北京2704信箱
  • 邮编：100080
  • 邮箱：jcst@ict.ac.cn
  • 电话：010-62610746 64017032
  • 国际标准刊号：ISSN：1000-9000
  • 国内统一刊号：ISSN：11-2296/TP
  • 邮发代号:2-578
  • 获奖情况:
  • 国内外数据库收录:
  • 被引量:505