EPTPC:一种改进的两阶段分类算法

分类是数据挖掘中的重要任务之一。基本显露模式(eEPs)是一种有趣的知识模式,能够反映两个不同数据集之间的某些显著差异并减少分类噪音,适合解决针对稠密数据集和高维数据集的分类问题。但是,传统的采用顺序覆盖策略分类算法无法解决小覆盖问题和反例碎片问题。提出了一种改进的基于eEPs模式的两阶段分类算法,它将eEPs模式作为分类模式,采用两阶段思想来构造分类器,特别是优化了评分策略和两个阶段的权重设置。同时与NB,CBA,C5.0,CMAR,CAEP,BCEP等方法的分类结果进行了比较,在UCI机器学习库中的11个数据集上的实验结果表明了文中提出的算法的有效性。     

乘性噪声背景下基于三阶循环矩的二维近场源定位方法

 本文提出一种基于三阶循环矩的近场源二维参数估计方法.该方法以均匀线阵为接收传感器阵列,通过构造三个三阶循环矩矩阵估计出近场源的方位角和距离参数,利用循环统计量去除加性噪声,通过预校准法消除乘性噪声,适用于乘性噪声或乘性噪声和加性噪声共存背景下的二维近场源定位.仿真实验验证了该方法的有效性.     

Substrate-controlled and highly stereoselective synthesis of 2-aminobut-2-ene-1, 4-diones

2-Methylthio-substituted 1,4-enediones, obtained from readily available aryl methyl ketones, were reacted with primary or secondary amines to afford the desired 1,4-diaryl-2-aminobut-2-ene-1,4-diones in excellent yields with high Z/E-stereoselectivity.     

Flexural contact in MEMS stiction

Adhesive force between two solid surfaces can lead to stiction failure of the micro-electro-mechanical systems (MEMS) device. The competition between the adhesive force and the beam restoring force determines whether the stiction occurs or not. Previous models assume that the stuck beam deforms either as the arc-shape or the S-shape, which causes significant differences in the measurements of adhesion and disputations among researchers. The contact mechanics model presented in this paper shows that the assumptions of the arc-shape and S-shape on the beam deformation over-simplify the problem; both the arc-shaped deformation and S-shaped deformation significantly deviate from the real ones. The previous theories are shown to be incompatible with the recent experimental results. The model presented in this paper attempts to explain those new experimental results and resolve some disputations on the previous models. The instabilities of jump-in during loading process and jump-off during unloading process are also incorporated in this model.     

电子商务为仓储业"解冻"

晋江象屿物流园区开发有限公司坐落在制造业相当密集的福建省晋江市，那里布满了各大品牌的OEM加工厂，这些工厂每天都有大量的货物需要仓储和配送，而在晋江地区，有实力提供综合物流服务的公司并不多。所以在别人眼里，拥有这样的区位优势是再好不过的事情。