基于LDA和word2vec的英文作文跑题检测

针对目前国内的英语作文辅助批阅系统缺少准确而高效的跑题检测算法的问题,提出了一种结合LDA和Word2vec的跑题检测算法。该算法利用LDA模型对文档建模并通过Word2vec对文档训练,利用得到的文档主题和词语之间的语义关系,对文档中各主题及其特征词计算概率加权和,最终通过设定合理阈值筛选出跑题作文。实验中通过改变文档的主题数而得到的不同F值,确定了最佳主题数。实验结果表明所提出的方法比基于向量空间模型的方法更具有效性,可以检测到更多的跑题作文并且准确率较高,F值达到89%以上,实现了作文跑题检测的智能化处理,可以有效地应用在英语作文教学中。     

Evolution of insoluble eutectic Si particles in anodic oxidation films during adipic-sulfuric acid anodizing processes of ZL114A aluminum alloys

The effects of insoluble eutectic Si particles on the growth of anodic oxide films on ZL114A aluminum alloy substrates were in-vestigated by optical microscopy (OM) and scanning electron microscopy (SE...     

SiCw/Al复合材料力学性能分散性

金属基复合材料力学性能分散性影响其性能评价和广泛应用.本文研究了测量方法和组织缺陷对SiCw/Al复合材料力学性能统计分布规律的影响.结果表明,复合材料的弹性模量、强度和延伸率等性能均存在分散性,高性能数据出现频率最高,向低的性能值分散.弹性模量分散性受测量方法影响很大,直线段扩大法可以减小性能分散范围.强度和延伸率性能高的试样中发现夹铝区或未浸渗区等缺陷的概率远低于低性能试样,微观缺陷是造成强度和延伸率向低值方向分散的主要原因.为此减少组织缺陷并合理选择实验方法对复合材料的性能评价和应用是必要的.     

Camouflage texture evaluation using a saliency map

Multimedia Systems - Camouflage effect evaluation and examination is an important procedure in digital camouflage pattern design as it is helpful in improving the objectivity and effectiveness...     

一种对时间连续数据进行分析查询的SQL扩展语言

在家庭电子医疗平台中,存在生理学时间连续数据,实现对其分析和查询是数据利用的基础。针对这类数据的特点,提出以关系型数据库结构化查询语言SQL为基础,定义相似查询算法,快速有效地从给定信号序列中找出符合某一相似度等级的相似子序列。相似匹配使用了分段聚合近似法和小波变换两种算法,易于进行子序列的相似度分级。实验结果表明,该试验系统能够高效、准确地完成设计功能。     

合成气甲烷化过程热力学分析

以化学热力学为基础,利用FactSage软件对2种典型的煤气化合成气甲烷化反应过程进行了热力学计算和分析。研究了合成气的组分、氢气的配比、反应温度、压力等条件对甲烷化过程的影响,特别是氢气的配比研究,区别于常规对H_2/CO分析而是以氢气的理论配比H_2/(3CO+4CO_2)进行分析。结果表明:反应器操作压力对甲烷化过程的影响不明显,合成气的组分、氢气的配比、反应温度的选择对甲烷化过程的影响较大。得出:合成气甲烷化过程应采用多段反应器,最终控制温度为(300~350)℃;操作压力一般为(3.0~3.5)MPa;H_2的配比采用理论配比时生产出的CH_4浓度高。     

电磁脉冲环境下电源防护电路设计

主要设计了直流电源在强电磁脉冲环境下的保护电路,阐述了设计思路,并进行仿真和实验验证.防护电路设计采用瞬态元件和滤波电路互相配合使用.瞬态元件主要是电压箝位和电流的泄放,滤波电路是滤波和延时作用.仿真与实验结果表明,防护电路可以对强电磁脉冲进行衰减,可以有效保护直流电源.     

Scheme for implementing multitarget qubit controlled-NOT gate of photons and controlled-phase gate of electron spins via quantum dot-microcavity coupled system

We propose a deterministic scheme to implement the multiqubit controlled-NOT gate of photons and multiqubit controlled-phase gate of electron spins with one control qubit and multiple target qubits using quantum dots in double-sided optical cavities. The scheme is based on spin selective photon reflection from the cavity and can be achieved in a nondestructive way. We assess the feasibility of the scheme and show that the gates can be implemented with high average fidelities by choosing the realistic system parameters appropriately. The scheme is useful in quantum information processing such as entanglement preparation, quantum error correction, and quantum algorithms.     

An efficient algorithm for the tensor product model transformation

The tensor-product (TP) model transformation was proposed recently as a numerical and automatically executable method which is capable of transforming linear parameter varying (LPV) state-space models into the higher order singular value decomposition (HOSVD) based canonical form of polytopic models. The crucial disadvantage of the TP model transformation is that its computational load explodes with the density of discretization and the dimensionality of the parameter vector of the parameter-varying state-space model. In this paper we propose a new algorithm that leads to considerable reduction of the computation in the TP model transformation. The main idea behind the modified algorithm is to minimize the number of discretized points to acquire as much information as possible. The modified TP model transformation can readily be executed on a regular computer efficiently and concisely, especially in higher dimensional cases when the original TP model transformation fails. The paper also presents numerical examples to show the effectiveness of the new algorithm.