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.     

投掷球出手速度测试仪的进一步开发

通过对仪器测速过程的进一步分析,提出了一种新的数据处理方法。此方法可消除原方法所引入的随机误差,并能得到投掷球出手速度的方向和出手高度。采用新方法后,可使仪器结构进一步简化,能降低传感器制造成本30％。     

虚拟现实与电子商务的结合探讨

提出了一种虚拟现实应用于电子商务的新方法,这种方法能对目前电子商务普遍性问题进行解决,但虚拟技术正处在发展阶段,本方法还有很大的改进空间.     

政府在推动科技中介产业化发展中的对策探讨

科技中介机构在科技产业化的进程中起着重要的桥梁和纽带作用,然而发展中出现的一些问题也亟待解决。文章就如何发挥政府在科技中介发展中的政策环境建设能力,加快科技中介产业化发展作了探讨。     

如何在材料力学实验中提高学生的学习兴趣

文章分析了材料力学实验的现状和目前存在的问题,针对性地进行了实验教学改革的探索,并应用于实验教学当中,取得了良好的教学效果。     

《归档文件整理规则》在企业运用后的一些体会

文章从传统档案案卷管理存在的弊端出发，阐述了《归档文件整理规则》实施的必要性和可行性，指出了企业档案管理在执行《归档文件整理规则》中的常见问题，并根据工作经验提出了解决的建议。     

营口地区公路抗盐碱栽植新技术的研究

以辽宁省营口地区作为研究实例,通过土壤全盐量的测定,对营口地区抗盐碱栽植新技术进行了分析,并对结果进行了评价。     

Weight measurement using image-based pose analysis

Image-based gait analysis as a means of biometric identification has attracted much research attention. Most of the existing methods focus on human identification, posture analysis and movement tracking. There have been few investigations on measuring the carried load based on the carrier＇s gait characteristics by automatic image processing. Nevertheless, this measurement is very useful in a number of applications, such as the study of the carried load on the postural development of children and adolescence. In this paper, we investigate how to automatically estimate the carried weight from a sequence of images. We present a method to extract human gait silhouette based on an observation that humans tend to minimize the energy during motion. We compute several angles of body leaning and determine the relationship of the carried weight, the leaning angles and the centroid location according to a human kinetic study. Our weight determination method has been verified successfully by experiments.     

E~n中Euler不等式的另一改进

M.S.Klamkin在文[1]中获得了E~n中之Euler不等式,本文给出了E~n中Euler不等式的改进。     

影响无线寻呼台正常运行的几个问题及其对策

对影响寻呼台正常运行的几个主要问题，从无线发射系统和计算机网络两个方面进行了探讨和分析，并介绍了相应的解决方法。