Intrusion detection system based on multi-strategy pruning algorithm of the decision tree

机译：基于决策树多策略修剪算法的入侵检测系统

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摘要

The decision tree is an effective classification method in data mining. Using this method, the intrusion detection system can be more accurate and efficient to process network data. However, faced with a large network data set, the scale of decision tree is often complex and hard to understand. This paper presents a multi-strategy pruning algorithm to trim the tree. This method can improve the efficiency and accuracy of intrusion detection system.

机译：决策树是数据挖掘中一种有效的分类方法。使用这种方法，入侵检测系统可以更准确，更有效地处理网络数据。但是，面对庞大的网络数据集，决策树的规模通常很复杂且难以理解。本文提出了一种多策略修剪算法来修剪树。该方法可以提高入侵检测系统的效率和准确性。

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《IEEE International Conference on Grey Systems and Intelligent Services》|2013年|445-447|共3页
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Wang Huaibin; Chen Boting;
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关键词
decision tree; intrusion detection system; multi-strategy; pruning;

机译：决策树;入侵检测系统;多策略;修剪;

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专利

1. A decision tree-based rule formation with combined PSO-GA algorithm for intrusion detection system [J] . Anusha K., Sathiyamoorthy E. International Journal of Internet Technology and Secured Transactions . 2016,第3期

机译：结合PSO-GA算法的入侵检测系统基于决策树的规则形成
2. Genetic Algorithm to Solve the Problem of Small Disjunct In the Decision Tree Based Intrusion Detection System [J] . Chandrashekhar Azad, Vijay Kumar Jha International Journal of Computer Network and Information Security . 2015,第8期

机译：遗传算法在基于决策树的入侵检测系统中解决小分离问题
3. Analysis of a novel formula for information gain and effective classification of intrusion in an intrusion detection system based on Decision Tree [J] . Latika Mehrotra, Prashant Sahai Saxena International journal of computational intelligence research . 2017,第5a3a期

机译：基于决策树的入侵检测系统中信息获取和入侵有效分类的新公式分析
4. Intrusion detection system based on multi-strategy pruning algorithm of the decision tree [C] . Wang Huaibin, Chen Boting IEEE International Conference on Grey Systems and Intelligent Services . 2013

机译：基于决策树多策略修剪算法的入侵检测系统
5. Toward a Hardware-assisted Online Intrusion Detection System Based on Deep Learning Algorithms for Resource-limited Embedded Systems [D] . Alrawashdeh, Khaled. 2018

机译：基于资源限制嵌入式系统的深度学习算法的基于深度学习算法的硬件辅助在线入侵检测系统
6. Bonsai Trees in Your Head: How the Pavlovian System Sculpts Goal-Directed Choices by Pruning Decision Trees [O] . Quentin J. M. Huys, Neir Eshel, Elizabeth ONions, 2012

机译：盆景树在脑海中：巴甫洛夫式系统如何通过修剪决策树来塑造目标导向的选择
7. Combining KNN and Decision Tree Algorithms to Improve Intrusion Detection System Performance [O] . Sayyed Majid Mazinani, Kazem Fathi 2015

机译：结合KNN和决策树算法，提高入侵检测系统性能

Intrusion detection system based on multi-strategy pruning algorithm of the decision tree

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