But the common association and sequence analyses can not mine out the transact _ ion rules with multi - dimension limits 然而一般的关联规则与序列规则分析无法挖掘带有各种约束条件的交易规则。
In order to find out the characteristics timely and rapidly during the course of sale , managers always analyze the sale condition by using association and sequence analyses to provide decision basis to the decider 为了及时准确地发现在销售活动中顾客的行为呈现出什么特点,管理人员经常采用关联规则与序列规则分析方法进行商业销售分析,从而为决策者提供决策依据。
In this paper , we study focus on building intrusion detection model based the technique of data mining ( dm ) . firstly , the paper designed a scheme to modeling intrusion detection based dm and bright forward the idea of descriptive model and classified model to intrusion detection . secondly , we designed and implemented a net data collection system with high performance and a scheme to pretreat net data . thirdly , after studying the algorithms to mine association rule and sequence rule in net data , we extended and improved the algorithms according to the characteristic of net data and the field knowledge of intrusion detection 首先设计了基于数据挖掘技术的入侵检测建模方案,提出使用该技术建立入侵检测描述性模型和分类模型的思想,并用分类判决树建立了入侵检测分类模型;其次,设计和实现了一个高性能的网络数据采集系统和网络数据预处理的方案;然后,在对关联规则挖掘和序列规则挖掘算法进行研究的基础上,结合网络数据的特性和入侵检测领域的知识对算法进行了扩展和改进,挖掘出了网络数据的关联模式和序列模式;最后,研究了描述性模式的应用,并设计出基于模式匹配的入侵检测引擎,该引擎具有误用检测和异常检测功能。
Raw audit data of the system or network is first preprocessed into records with a set of basic features . then the association algorithms and the frequent algorithms are used to compute the frequent patterns from the records , which are the basis for building or selecting system features 系统中各代理相互协作,对系统或者网络的原始审计数据进行预处理生成包含基本特征的连接记录;利用数据挖掘中的关联规则挖掘算法和频繁序列规则挖掘算法,得到系统事件在属性间和时间序列上的频繁模式。
序列: order; alignment; array; suc ...规则: rule; regulation; ordination ...排列规则: queueing discipline布局排列规则: placement arrangement rule规则评价序列: rule evaluation sequence排列规律: regularity of arrangement时间序列中的规则性: regularity in time series系列规格说明: color series specifications整数排列规划: integer permutation programming序列: 1.(按次序排好的行列) order; alignment; array; succession; suite 不成序列 out of alignment; 战斗序列 battle array; battle order2.[数学] [计算机] sequence 排列规范循环记法: canonical cycle notation for permutation规则: 1.(规定的制度或章程) rule; regulation; ordination; prescribed procedure; rope 游泳规则 a swimming pool's regulations; 交通规则 traffic regulations; 遵守规则 follow the procedures; 违反规则 infringe rules; 拼写规则 rules of spelling; 有规则必有例外。 there is no rule without an exception. 没有一成不变的规则。 there is no cast-iron [fixed] rule.2.(整齐) regular 这条河流的水道原来很不规则。 the course of this river used to be quite irregular. 这一片建筑物的布局十分规则。 the buildings in this area are laid out in an orderly fashion.; 规则变星 regular variable star; 规则波 regular wave; 规则动词 regular verb; 规则多面体 regular polyhedron; 规则格式 rule schemataalu序列: alu sequencechi序列: chi sequencedna序列: dna sequencersc序列: escape sequencesd序列: sd sequence; shine-dalgarno sequenceδ序列: delta sequencesψ序列: psi sequence凹序列: concave sequence边序列: edge sequence超序列: supersequence得序列: calling sequence点序列: point sequence; sequence of points度序列: degree sequence