Estimation for the number of components in a mixture model using stepwise split-and-merge EM algorithm

The main difficulty with EM algorithm for mixture model concerns the number of components, say g. This is the question of model selection, and the EM algorithm itself could not estimate g. On the contrary, the algorithm requires g to be specified before the remaining parameters can be estimated. To solve this problem, a new algorithm, which is called stepwise split-and-merge EM (SSMEM) algorithm, is proposed. The SSMEM algorithm alternately splits and merges components, estimating g and other parameters of components simultaneously. Also, two novel criteria are introduced to efficiently select the components for split or merge. Experimental results on simulated and real data demonstrate the effectivity of the proposed algorithm.     

岩土体斜(边)坡滑坡发生的机理

根据滑坡发生的初始条件、滑坡成因及方式表象,对常见的蠕变倾覆滑坡、卸荷滑坡、震动液化平推滑坡、潜蚀塌陷滑坡、溶蚀下陷滑坡、孔隙水压浮动滑坡和人工切蚀或冲(浪)蚀—加载滑坡等机理进行了分析.     

电子束、离子束与蓝宝石相互作用的研究

研究了电子束、离子束作用于Al2O3表面时成分的变化，表明无论电子束或离子束都能使Al2O3发生分解，产生导电的元素Al。实验在PHI610·SAM上进行，电子束轰击下（3keV，O．5μA，入射角60°）10s就有元素Al分解出来，2min以后就达到饱和，分解析出量随时间成a（1－e－bt）的关系。离子束轰击下同样发生元素Al的分解，但当Ei＞3keV时，由于剥离速率加大，溅射5min时表面Al峰反而比1min时要弱。这时表面Al含量处于分解析出与溅射剥离的动态平衡中。实验还发现了Al2O3的解析与表面成分有关（如碳的含量）。最后讨论电子束与离子束的解析机理。     

基于知识的可重用构件查询系统KCQ

本文提出了一个基于知识的、支持面向对象程序设计方法的软件重用构件查询系统，本系统采用了语义网络知识表示模型，提供了构件知识表示语言ＣＫＲＬ，来描述可重用构件的特征和用于检索的知识．提供了语义网络联想式查询、条件查询和构件评价．     

Performance of advanced resuscitation skills by pediatric housestaff

OBJECTIVE: To describe pediatric housestaff resuscitation experience and their ability to perform key resuscitation skills. DESIGN: Cohort study of 63 pediatric residents in a university-based training program. PARTICIPANTS AND METHODS: Investigators observed, scored, and timed resident performance on 4 key resuscitation skills. Cognitive ability was tested with 4 written scenarios. Housestaff provided self-reports of the number of months since their last American Heart Association Pediatric Advanced Life Support course, number of mock and actual codes attended, number of times skills were performed, and self-confidence with respect to resuscitation. RESULTS: A total of 45 pediatric residents (71%) participated. Median cognitive score was 5 (range, 1-5). Of all residents, 44 (97%) successfully bag mask-ventilated the mannequin; 24 (53%) and 36 (80%) used the correct bag and mask size, respectively. Thirty-nine residents (87%) placed a tube in the mannequin trachea, 12 (27%) checked that suction was working prior to intubation, and 30 (67%) chose the correct endotracheal tube size. Forty residents (89%) discharged the defibrillator, and 25 (56%) and 32 (71%) correctly chose asynchronous mode and infant paddles, respectively. Thirty-eight residents (84%) inserted an intraosseous line; 35 (78%) had correct placement. Median times for successful skill completion were 83 seconds for bag mask ventilation, 136 seconds for intubation, 149 seconds for defibrillation, and 68 seconds for intraosseous line placement. CONCLUSION: Pediatric housestaff previously trained in pediatric advanced life support were generally able to reach the end point of 4 key resuscitation skills but less frequently performed the specific subcomponents of each skill. This poor performance and the prolonged time to skill completion suggest the need for greater attention to detail during training.     

华北油田隐蔽油藏勘探实践与认识

随着勘探的不断深入,华北油田富油凹陷构造油藏的勘探程度越来越高,勘探对象日趋复杂,勘探难度越来越大。面临勘探现状,华北油田认真分析勘探形势,立足资源基础,解放思想,积极转变勘探观念,有意识地加强隐蔽油气藏的深入研究与勘探,先后在冀中坳陷的饶阳凹陷、二连盆地的巴音都兰凹陷、乌里雅斯太凹陷等发现了多个规模富集的隐蔽油藏。通过隐蔽油藏的勘探实践,取得了四点主要认识、六点重要启示,对今后深化华北油田隐蔽油藏的勘探具有重要的指导作用。     

一种LCD显示控制器IP核的设计与验证

介绍了一种用于LCD显示控制芯片的设计和验证过程。设计中利用Verilog语言对LCD显示控制器进行了描述和设计。并通过了仿真验证。本LCD控制器具有很好的可移植性，稍作改动便可应用于不同类型和应用场合的LCD显示控制。     

气化炉自动建模系统研究

为了减轻建模人员在建模公式推导、逻辑关系推导和编制仿真程序的工作量，设计了气化炉自动建模系统。该系统在反应物为多种气体、多种固体（均考虑为单筛分）的条件下，按照小室模型的框架自动列写相应各个物质的质量、能量平衡方程，并自动生成相应的计算机程序，方便仿真计算。由于该系统避开了工程中常用的纯数值建模的思路，采用了新的数学工具－以符号运算特长的计算机代数系统为计算平台，才使得该系统具有强大的逻辑关系推导能力。该系统在某气化炉的建模过程中得到了验证和示范，事实表明：该系统大大减少了气化炉的建模工作量，特别是减少由于化学反应假定的不同带来的建模复杂性，对于建模与仿真研究新方法的突破有所贡献。     

太阳能热管的研制和应用

介绍了太阳能热管发展的社会背景和历史沿革、太阳能热管单管的工质选择和管壳结构、热管式真空集热管的结构特点及太阳能热管在热水器中的应用     

淬透性曲线应用系统的开发与应用

介绍利用VISUAL BASICA6.0在计算机上建立各种常用钢种淬透性曲线的软件开发,以及利用淬透性曲线和所建立的数据库自动完成淬透性曲线在各种应用中的相关计算的功能。