| 基于决策树的空中目标威胁分类研究 |
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| 引用本文： | 杨瑞朋,蒋里强,王纯.基于决策树的空中目标威胁分类研究[J].火力与指挥控制,2017,42(5). |
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| 作者姓名： | 杨瑞朋 蒋里强 王纯 |
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| 作者单位： | 1. 防空兵学院,郑州450052;解放军信息工程大学信息系统工程学院,郑州450002;2. 防空兵学院,郑州,450052 |
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| 基金项目： | 国家“863”计划基金资助项目 |
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| 摘 要： | 将决策树ID3算法应用到空中目标威胁程度分类问题。分析了现有威胁评估的常用方法及其局限性,论述了ID3算法在此问题上的适用性。以28批典型目标的威胁程度为例,对数据进行概化处理后,利用weka平台进行仿真,构造决策树,并从中挖掘出隐含的24条规则,这对决策支持系统知识库的构建是非常必要的,也为指挥员定下作战决心提供重要参考。
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| 关 键 词： | 威胁评估 决策树 ID3算法 |
Research on Classification in Threat Assessment for Aerial Targets Based on Decision Tree |
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| YANG Rui-peng,JIANG Li-qiang,WANG Chun.Research on Classification in Threat Assessment for Aerial Targets Based on Decision Tree[J].Fire Control & Command Control,2017,42(5). |
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| Authors: | YANG Rui-peng JIANG Li-qiang WANG Chun |
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| Abstract: | ID3 algorithm of decision tree is applied to threat assessment for aerial targets.The existing methods and their vulnerabilities are analyzed,and the feasibility of ID3 algorithm is discussed.After generalizing the acquired data,the decision tree is constructed by ID3 algorithm with 28 typical targets on Weka platform,from which 24 connotative rules are mined.It is very necessary to construct a knowledge base in decision support system (DSS),and important reference of operational commitment is offered for commanders. |
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| Keywords: | threat assessment decision tree ID3 algorithm |
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