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目标活动特征序列提取算法研究

Research on Extraction Algorithm of Target Activity Characteristic Sequence
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摘要 从目标的活动过程中提取目标活动特征,是分析目标活动的基础。为了降低目标活动特征的复杂性,分析了一种活动特征提取方法。该方法以目标活动的状态参数序列为基础,先将目标的活动状态参数划分为短序列集后,对其进行数据清洗,再从中计算得到目标活动的分类规则,最后从规则匹配结果中提取目标的活动特征序列。通过仿真实验,验证了该算法的可行性和有效性。 Extracting the activity characteristic from the target's activity process is fundamental to analyze the target activity. In order to minimize the complexity of analysis, the paper introduces an algorithm of activity characteristic extracted. In this method, target activities state parameter is divided into short sequences episodes, the data clean is performed for them, then the classification rules of target activities are obtained by calculating, finally the activity characteristic sequence of target is extracted from rule matching result. Simulation experiments show that this algorithm has feasibility and efficiency.
出处 《计算机与网络》 2011年第9期54-56,共3页 Computer & Network
关键词 活动特征 数据清洗 规则匹配 活动特征序列 activity characteristic, data cleaning, rules matching, activity characteristic sequence
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  • 1王晓博,阎红星,王国宏,关成斌.一种基于u检验的空海目标分类方法[J].海军航空工程学院学报,2007,22(4):426-430. 被引量:5
  • 2赵美德,李星原,洪家荣,陈彬.示例学习的广义扩张矩阵算法及其实现[J].计算机学报,1994,17(9):703-707. 被引量:11
  • 3蓝伟华,喻蓉.多机编队协同空战的概念及关键技术[J].电光与控制,2005,12(6):12-15. 被引量:23
  • 4陈彬,洪家荣,王亚东.最优特征子集选择问题[J].计算机学报,1997,20(2):133-138. 被引量:96
  • 5Sanmay Das.Fihers,Wrappers and a Boosting-Based Hybrid for Feature Selection[C].In:ICML2001,2001:55-61.
  • 6Mark Last,Abraham Kandel,Oded Maimon.Information-theoretic algorithm for feature selection[J].Pattem Recognition Letters,2001 ;22(6-7) : 799-811.
  • 73Provost F,Kolluri V.A survey of methods for scaling up inductive algorithms[J].Data Mining and Knowledge Discovery,1999;2:131-169
  • 8Liu H,Setiono R.Incremental Feature Selection[J].Applied Intelligence, 1998 ,9(3) :217-230.
  • 9Brazdil P,Clark P.Learning from imperfect data[C].In :Brazdil P B, Konolige K eds.Machine Learning,Meta-reasoning and Logics,Boston: Kluwer, 1990 : 207-232.
  • 10Wu X D.Rule induction with extension matrices[J].Joumal of the American Society for Information Science, 1998;49(5):435-454.

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