期刊文献+

变点检测问题最新进展综述 被引量:4

Development of Research on Change-point Detection
下载PDF
导出
摘要 变点检测问题研究是统计学与数学、计算机科学、数据挖掘等众多学科交叉的新兴研究领域。论文详细回顾与述评了2001-2011年的最新国内外变点问题研究状况,并从不同的角度对变点检测问题进行合理分类,同时展望了变点检测问题研究的未来发展方向。 Research of change-point detection is a new researching field involving statistics,mathematics,computer science,data mining and other subjects.The dissertation reviews,in detail,domestic and foreign research situations of change-point detection during 2000 and 2011,and some reasonable classifications of change-point detection are given from different aspects and the research trend of change-point detection has been fully predicted.
作者 张学新
出处 《江汉大学学报(自然科学版)》 2012年第2期18-24,共7页 Journal of Jianghan University:Natural Science Edition
关键词 变点检测 问题分类 变点检测研究趋势 change-point detection problem classification research trend of change-point detection
  • 相关文献

参考文献22

二级参考文献204

共引文献438

同被引文献26

  • 1Xu Weichao, Dai Jisheng, Hung Y S, et al. Estimating the area under a receiver operating characteristic(ROC) curve: Parametric and nonparametric ways[J]. Signal Processing, 2013,93(11):3111-3123.
  • 2Page E S. Continuous inspection schemes[J]. Biometrika, 1954,41(1-2):100-115.
  • 3Basseville M, Nikiforov I V. Detection of Abrupt Changes: Theory and Application[M]. Englewood Cliffs: Prentice Hall, 1993.
  • 4Brodsky B, Darkhovsky B. Sequential changepoint detection for mixing random sequences under composite hypotheses[J]. Statistical Inference for Stochastic Processes, 2008,11(1):35-54.
  • 5Kühn C. An estimator of the number of change points based on a weak invariance principle[J]. Statistics and Probability Letters, 2001,51(2):189-196.
  • 6Qiu Peihua, Hawkins D. A rankbased multivariate CUSUM procedure[J]. Technometrics, 2001,43(2):120-132.
  • 7Saghir A. 统计过程监控中灵活而稳健的控制图[D]. 杭州:浙江大学, 2014.
  • 8涂玉娟,冯士雍.几类正态过程的CUSUM图[J].应用概率统计,2008,24(2):135-147. 被引量:3
  • 9于明,陈卫东,周希元.一种自适应非参量CUSUM控制图算法[J].计算机科学,2008,35(7):25-28. 被引量:3
  • 10刘敬贤,文元桥.基于船舶行为特征的港口航道通过能力仿真[J].大连海事大学学报,2009,35(2):31-33. 被引量:37

引证文献4

二级引证文献3

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