Discovering Frequent Subtrees from XML Data Using Neural Networks

By rapid progress of network and storage technologies, a huge amount of electronic data such as Web pages and XML has been available on Internet. In this paper, we study a data-mining problem of discovering frequent ordered sub-trees in a large collection of XML data, where both of the patterns and the data are modeled by labeled ordered trees. We present an efficient algorithm of Ordered Subtree Miner （OSTMiner） based on two- layer neural networks with Hebb rule, that computes all ordered sub-trees appearing in a collection of XML trees with frequent above a user-specified threshold using a special structure EM-tree. In this algo- rithm, EM-tree is used as an extended merging tree to supply scheme information for efficient pruning and mining frequent sub-trees. Experiments results showed that OSTMiner has good response time and scales well.     

基于MAX155和KMZ52的电子指南针的实现

介绍了电子指南针的工作原理，采用高速A／D转换器MAX155，完成了对KMZ52二维磁阻传感器输出信号的同时采样，提高了系统的精度．同时，采用跳转技术对偏差及温度漂移进行了补偿，减少了温度等因素对本系统造成的影响．     

MIS系统通用插入组件的设计与实现

论述了数据字典是实现通用插入功能的关键，并描述了利用Grid控件实现通用插入组件的一般方法，着重讲述了依据数据字典动态生成界面，动态消息响应的处理过程，有很大的应用价值。     

Ab initio study of the effects of Ag/Mn doping on the electronic structure of LiFePO_4

Based on density functional theory (DFT) of the first-principle for the cathode materials of lithium ion battery, the electronic structures of Li(Fe1-xMex)PO4 (Me = Ag/Mn, x = 0―0.40) are calculated by plane wave pseudo-potential method using Cambridge serial total energy package (CASTEP) program. The calculated results show that the Fermi level of mixed atoms Fe1-xAgx moves into its conduction bands (CBs) due to the Ag doping. The Li(Fe1-xAgx)PO4 system displays the periodic direct semiconductor characteristic with the increase of Ag-doped concentration. However, for Fe1-xMnx mixed atoms, the Fermi level is pined at the bottom of conduction bands (CBs), which is ascribed to the interaction be-tween Mn(3d) electrons and Fe(4s) electrons. The intensity of the partial density of states (PDOS) near the bottom of CBs becomes stronger with the increase of Mn-doped concentration. The Fermi energy of the Li(Fe1-xMnx)PO4 reaches maximum at x = 0.25, which is consistent with the experimental value of x = 0.20. The whole conduction property of Mn-doped LiFePO4 is superior to that of Ag-doped LiFePO4 cathode material, but the structural stability is reverse.     

采掘GIS数据库系统的研究

讨论了建立采掘GIS数据库的必要性,分析了采掘GIS数据库的建立过程,论述了数据库的空间分析和管理功能。     

高校化学资料室个性服务之我见

树立高等学校资料室个性化服务的管理理念,在读者与管理者之间建立良好的桥梁.管理者尽其可能地为读者提供最优质的服务,真正做到人尽其才,物尽其用.     

基于时态关系模型的儿童保健系统的设计研究

根据当前时态数据模型的理论,为儿童保健管理信息系统建立了一个可行的时态关系模型,并对系统中的查询做了简单的描述,最后分析了这种建模方法的优缺点.     

ADC的结构及其应用

介绍了目前流行的ADC的4种结构及其性能特点。并从其电路实现的复杂程度、采样速度和应用领域等方面进行了对比研究．     

Li3Sn的电子和几何结构:第一原理计算

CuSn化合物在近来的锂电池负极材料研究中引起了相当的重视.使用基于混合基表示的第一原理赝势法,研究了Li插入CuSn完全替代了Cu而且占满所有间隙位置后形成的Li3Sn的电子与几何结构性质.给出了其"结构～能量"关系图,电子能带结构,电子态密度以及电荷密度分布等.     

电子时代文档一体化的新走向

简要介绍了我国文档一体化的发展历程，着重从文档一体化理论基础的拓展及其现实指导意义方面分析和探讨了电子时代文档一体化的新走向，并对其未来的发展趋势进行了预测。