Building Real-Time Network Intrusion Detection System Based on Parallel Time-Series Mining Techniques

A new real-time model based on parallel time-series mining is proposed to improve the accuracy and efficiency of the network intrusion detection systems. In this model, multidimensional dataset is constructed to describe network events, and sliding window updating algorithm is used to maintain network stream. Moreover, parallel frequent patterns and frequent episodes mining algorithms are applied to implement parallel time-series mining engineer which can intelligently generate rules to distinguish intrusions from normal activities. Analysis and study on the basis of DAWNING 3000 indicate that this parallel time-series mining-based model provides a more accurate and efficient way to building real-time NIDS.     

变权值加快收敛的路径寻优实时算法

为获得满意解为目标的最优路径选择问题，给出了一种加权的LRTA^*(Learning Real-TimeA^*)算法，通过改变估价函数值更新规则与解时间和解质量的相对折中，加快算法收敛速度。实例应用表明，该方法比LRTA^*算法更快地收敛于满意解，是一种求解大城市稠密路网两点间最优路径的有效方法。     

夫妻配对MTHFR基因型分布与不明原因反复流产的关系

目的　探讨亚甲基四氢叶酸还原酶 (MTHFR)基因多态性在夫妻间的不同存在形式与不明原因反复流产之间的关系。方法　采用聚合酶链反应 限制性片段长度多态性 (PCR RFPL)的方法 ,对 32对有两次及两次以上不明原因流产史的夫妇和 39对健康夫妇进行MTHFR6 77C→T突变相关性研究。结果　病例组与正常对照组流产发生的危险性比较 ,夫妻双方都是纯合或杂合突变型 ,其基因型分布与流产发生的危险性增高高度相关 ,OR =2 94 1,95 %CI[1.0 6 2～ 8.133];夫妻双方有一人是纯合或杂合突变型 ,而另一人为野生型的 ,其基因型分布与流产发生的危险性无关联 ,OR =0 .819,95 %CI[0 .32 0～ 2 .0 94 ];夫妻双方都是野生型 ,其基因型分布与发生流产的危险性降低高度相关 ,OR =0 188,95 %CI[0 .0 4 6～ 0 .76 0 ]。结论　子代携带MTHFR纯合或杂合突变可能是胚胎早期发育异常的原因之一 ,从而导致流产的发生。     

DISCRETE VARIABLE STRUCTURE CONTROL OF LINEAR TIME-INVARIANT SYSTEMS WITH TIME DELAY

IntroductionIn recentyears,many methods have been pro-posed for the design of time- delay control sys-tems[1,2 ] and criteria for the stability of time- delaysystems have been developed by many re-searchers[3 ,4] .Time delay in the control systemscan be divided into two classes on the whole.Oneis in measurement of system variables and calcula-tion for required control force,including physicalproperties of equipmentused in the systems or sig-nal transmission.The other is in control for actua-to…     

对多路径交通分配的节点分配算法的讨论

针对文[1]中的多路径交通分配的节点分配算法存在的问题进行了讨论,提出了合理的修正方法,该方法需要路径的列举.最后给出了修正方法的应用实例并与Dial算法进行了比较.     

An Innovative On-Board Computer for Space Robot

In this paper an on-board computer system for the first Chinese Intelligent Space Robotic System was presented. A fault tolerance design on on-board computer （OBC） was proposed that allows commercial-off-the-shelf （COTS） devices to be incorporated into dual processing modules of on-board computer. The processing module is composed of 32-bit ARM RISC processor and other COTS devices. This innovative approach deeply relies on light weight/low cost equipment development using commercial miniaturized parts and non-space qualified technologies. As well as, a set of fault handling mechanisms was implemented in the computer system. The on-board software was organized around a set of processes that communicate between each other through a routing process. The qualification experiment shows that the fault tolerant on-board computer has excellent data processing capability and is enough to meet the demanding of the extremely tight constraints on mass, volume, power consumption and space environmental conditions.     

基于阈值和蚁群算法结合的聚类方法

为了改善聚类分析的质量，提出了一种基于阈值和蚁群算法相结合的聚类方法．按此方法，首先由基于阈值的聚类算法进行聚类，生成聚类中心，聚类个数也随之初步确定；然后将蚁群算法的转移概率引入K-平均算法，对上述聚类结果进行二次优化．实验表明，与尽平均算法等相比，该聚类方法的F-测度值（F-measure）更高．     

Synthesis and Characterization of Polyurethane and Epoxy Resin Interpenetrating Polymer Network

A series of Polyurethane (PU)/bisphenol A based Epoxy Resin (EP) Interpenetrating Polymer Networks(IPN) were synthesized and characterized by SEM, DSC, TGA and DMTA. It was found that IPN shows the best compatibility and damping properties when the ratio of PU/EP is 80 to 20. The results show that chain-extender and higher molecular weight of PPG are able to improve the properties of compatibility, damping and thermal properties.     

单线区段列车运行图的自动化调整方法

介绍了在列车运行情况已知的条件下，在(t1，t2]时间域内对列车运行图的自动化调整方法，提出了用列车晚点加权总时分作为评价列车运行图调整优劣的指标，并建立了指标优化的数学模型和简化模型。把简化模型构成网络图，并使用分支定界法设计了列车运行图调整的算法。通过模拟编程验证，该算法可行、有效，能在较短的时间内得出较理想的3～4h列车运行图。     

车辆优化调度问题的研究现状评述

本文介绍了国内外车辆优化调度问题的研究现状，对问题的分类、模型构造，求解算法及其适用范围等进行了分析，此外，还对作者自己的研究成果作了简要阐述。