Mining constrained gradients in large databases

Many data analysis tasks can be viewed as search or mining in a multidimensional space (MDS). In such MDSs, dimensions capture potentially important factors for given applications, and cells represent combinations of values for the factors. To systematically analyze data in MDS, an interesting notion, called "cubegrade" was recently introduced by Imielinski et al. [2002], which focuses on the notable changes in measures in MDS by comparing a cell (which we refer to as probe cell) with its gradient cells, namely, its ancestors, descendants, and siblings. We call such queries gradient analysis queries (GQs). Since an MDS can contain billions of cells, it is important to answer GQs efficiently. We focus on developing efficient methods for mining GQs constrained by certain (weakly) antimonotone constraints. Instead of conducting an independent gradient-cell search once per probe cell, which is inefficient due to much repeated work, we propose an efficient algorithm, LiveSet-Driven. This algorithm finds all good gradient-probe cell pairs in one search pass. It utilizes measure-value analysis and dimension-match analysis in a set-oriented manner, to achieve bidirectional pruning between the sets of hopeful probe cells and of hopeful gradient cells. Moreover, it adopts a hypertree structure and an H-cubing method to compress data and to maximize sharing of computation. Our performance study shows that this algorithm is efficient and scalable. In addition to data cubes, we extend our study to another important scenario: mining constrained gradients in transactional databases where each item is associated with some measures such as price. Such transactional databases can be viewed as sparse MDSs where items represent dimensions, although they have significantly different characteristics than data cubes. We outline efficient mining methods for this problem.     

三相全控桥式整流电路实验装置的研制

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中小型水利施工企业推行职工持股的启示

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流量比对等离子体基团分布和薄膜结构的影响

使用光强标定的发射光谱(AOES)测量了CHF3／C6H6混合气体的微波电子回旋共振(ECR)放电等离子体中基团的分布状态。实验发现随着CHF3流量的增加，成膜基团CF、CF2、CH等的相对密度增大，而刻蚀基团F的密度也会增加，从而使得a—C：F薄膜的沉积速率降低。同时红外吸收谱(IR)分析表明，在高CHF3流量下沉积的a—C：F薄膜中含有更高的C—F键成分。可见在a—C：F薄膜的制备中CHF3／(CHF3 C6H6)流量比是重要的控制参量。     

电沉积纳米ZnO薄膜

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1.8 V千兆以太网接收器模拟前端预均衡电路

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Mechanical Model on Brittle Crack Initiation and Propagation

A mechanical model is presented in this paper to describe the initiating and propagating of brittle cracks. Two criteria have been deduced from the model to determine the effects of such factors as local stress state, surface and grain boundary energies as well as local grain boundary orientation on the initiating and propagating of both intergranular and transgranular brittle cracks. By which the role of adding B in Ni3Al base alloys to improve their ductility,temper and hydrogen embrittlements in steels and other alloys as well as the random feature of brittle crack initiation could be explained     

A STEP-BASED CAD/CAPP INTEGRATION

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插补法CAI研究

数字程序控制计算机辅助教学是将计算机技术用于数字程序控制的教学过程，它帮助学生学习并模拟教学实验．本文介绍了数字程序控制中直线插补和圆孤插补的ＣＡＩ实现方法．     

烃源岩热解油的轻烃单体和正构烷烃分子碳同位素特征

采用最新引进的国际八十年代后期开发的GC-deltas气体同位素质谱仪,对几类典型烃源岩的热模拟液态烃产物-热解油进行了GC/C/MS在线(Online)碳同位素分析,获得了有关轻烃单体、正构烷烃及姥鲛烷、植烷分子的碳同位素组成数据.分析资料表明,轻烃单体、正构烷烃及姥鲛烷、植烷的碳同位素特征及分布模式能够有效地反映烃源岩的特征-母质类型、沉积环境及热成熟度等.