基于贝叶斯推理的决策树模型

针对决策树（DT）模型缺乏概率背景这一问题，将贝叶斯推理引入DT模型，提出了一种基于贝叶斯推理的决策树（BDT）模型．在假定所含待定参量的先验与似然的前提下，借助贝叶斯推理获得参量的后验，然后运用逆跳马尔科夫链蒙特卡洛算法对后验抽样，最终求出样本属于某一类别的置信度，从而避免了武断判决．BDT模型以抽样代替拆分与剪枝操作，既直观又灵活，同时在抽样时考虑了不同的树结构与递归分割方案，使得分类准确率得以提高．仿真实验结果表明，BDT模型的平均分类准确率与DT模型相比提高了1．7％～3．5％．     

不可交换平延在同时相似下的标准形

设F是域,n为正整数,GLn(F)表示域F上的n级一般线性群,A,B为两个平延,当A与B不可交换时,P∈GLn(F),使P-1AP=T12(1),P-1BP可表为5种简单形式。     

速度与电流双闭环不可逆直流调速系统分析

在工业生产中,需要高性能速度控制的电力拖动场合,直流调速系统发挥着极为重要的作用。而采用速度、电流双闭环调速系统,就可以充分利用电动机的过载能力来获得最快的动态过程。根据双闭环调速系统的组成和基本原理,分析了转速与电流双闭环直流自动调速系统的工作过程及其特点。     

板的稳定性研究进展

文章综述了板在稳定性方面的最新进展，包括矩形板、圆板和环形板。并对该领域的研究工作进行展望，为同行提供了参考。     

Research on Flax Fiber Reinforced Polylactide Environmental Friendly Composite

Biodegradable polylactide acid （PLA） resin can be combined with flax fibers to produce biodegradable composite materials. In our study, commercial PLA fibers were mixed with flax fibers by a non-woven method so as to make non- woven pre-forms, which can be generated into flax fiber reinforced PLA environmental friendly composites by heat pressing technology. The tensile, flexural and impact properties are tested in order to evaluate the basic physical properties of the composites, and the influenced factors listed as making technology of the pre-forms, weight ratio of flax fibers and heat pressing technology are discussed and optimized, which can be described as weight ratio of flax fibers and PLA fibers is 50/50, heating temperature, time and pressure are respectively 195℃, 20 rain and 12.5 Mpa. Preliminary results show that mechanical properties of the flax/PLA composites are quite promising compared with flax/PP composites in coclrnon commercial automotive use. Scanning electron microscope （SEM） is used to analyze the tensile specimen fracture surfaces, which shows voids and gaps occurring between flax fibers and PLA matrix and sign of fiber pull.out, the strength of flax/PLA interface can be further improved.     

Efficient structures for wideband digital receiver

1 .INTRODUCTIONWith the development of high perfor mance ana-logue-to-digital converters ( ADC) , applicationspecific integrated circuit ( ASIC) devices anddigital signal processing ( DSP) technology , dig-ital receiver has increasingly become popular inrecent years[1 ~7]. The digital receiver is a typi-cal application of software radio in radar . Itsmain purpose is to move the digital conversionprocess closer to the antenna and execute mainfunctions on general hardware . But the sign…     

基于Linux内核的防火墙技术分析与进一步开发

本文对Linux2.4内核中的防火墙相关代码进行了详细的分析,介绍了利用Linux的Netfilter/iptables框架结构来构建防火墙的技术、以及以该框架为基础作防火墙的进一步开发的方法.最后给出了使用以上技术设计实现的一个的防火墙实例.     

甲醛毒性及其常用检测方法

介绍了日常生活中甲醛的来源及其毒性，以及常用检测方法。     

Eolian origin of the Miocene loess-soil sequence at Qin’an, China: Evidence of quartz morphology and quartz grain-size

Recent study revealed that the so-called Neogene Gansu System in the western Loess Plateau contains loess-soil sequences of Miocene age. A most complete sequence （QA-I） covers a time interval from ～22 to ～.6.2 Ma BP, consisting of more than 230 visually definable paleosols interbedded with loess layers. A loess-soil sequence of late Miocene-Pliocene age, synchronous with the Hipparian Red Clay in the eastern Loess Plateau, was also recognized, and extends the Miocene sequences into the Pliocene, ～3.5 Ma BP. Recently, Miocene eolian deposits were also reported from the high terraces near Xining.     

Mapping of the rice （Oryza sativa L.） thermo-sensitive genic male sterile gene tms5 with EST and SSR markers

VELOPING“TWO-LINE”HYBRID RICE.THE POLLEN FERTILITY OF TGMS IS REGULATED BY THE TEMPERATURE OF ENVIRONMENT.THE POLLENS OF TGMS LINES ARE STERILE WHEN THE ENVI-RONMENT TEMPERATURE IS ABOVE A CRITICAL POINT,BUT FERTILE BELOW THIS POINT.SO FAR,A NUMBER OF T…