基于差异半监督学习的相关理论分析

基于差异的半监督学习属于半监督学习和集成学习的结合,是近年来机器学习领域的研究热点.但相关的理论研究较缺乏,且都未考虑存在分布噪声的情况.文中首先针对基于差异的半监督学习的特点,定义一种分类噪声和分布噪声的混合噪声(HCAD).其次给出算法在HCAD噪声下的可能近似正确(PAC)理论分析及其应用实例.最后基于投票边缘函数,推导出在HCAD噪声下多分类器系统的泛化误差上界,并给出相关证明.文中开展的理论研究可用于设计基于差异的半监督学习算法及评估算法的泛化能力,具有广阔的应用前景.     

2D12型往复式压缩机气阀故障诊断的时频分析方法

分析了 2D12型往复式压缩机气阀的工作过程 ,针对气阀工作特点提取吸气阀与排气阀均关闭时刻的压缩阶段的局域声音信号 ,应用广义双线性时频法诊断气阀故障 ,给出了正常气阀和故障气阀的时频分析图     

—Review Paper—Current State-Of-The-Art Measurements Of Ozone In The Gas Phase And In Solution

This paper is a critical review and summary of the analytical procedures currently used by operating water utilities to control ozone treatment processes, considering disinfection as well as the many oxidative applications of ozone in water treatment applications. The role of common interferences in the various methods is described.

In operating U S., Canadian, European, and Japanese water treatment plants currently employing ozone as a primary disinfectant, ozone nearly always is followed by the addition of small quantities of chlorine, chlorine dioxide, or chloramine to provide the residual in the distribution system and to act as a secondary disinfectant. Clearly, the analytical procedures used must distinguish between the various species. This review critically presents these various factors and their implication with respect to “true values” of ozone determined under widely varying conditions.     

Internal fracture of notched epoxy resins

The brittle fracture of round-notched epoxy resin bars subjected to plane strain bending has been studied at varying strain rates. Observations of fracture processes and surface morphologies revealed that the internal crack was nucleated at the plastic-elastic boundary when the plastic deformation zone at the notch root reached a certain size. A slip-line field theory allows calculation of the stress components at the plastic-elastic boundary from a knowledge of the location of the internal crack. An analysis of the data concluded that the triaxial stress level ahead of the plastic zone was raised by plastic constraints to an ideal fracture stress which is considerably larger than that of glassy thermoplastics.     

论搜索软件对网络安全的影响

随着我国互联网技术的快速发展,我们今天的学习、工作和生活各个方面都离不开互联网技术的支撑,互联网技术对我们每一刻都会产生很大的影响,那么随着互联网技术的发展,搜索软件也逐渐占领了一席之地,并且在发展过程中,逐渐渗透到了网络中心的每一个角落,对于互联网技术的发展带来很大的影响.在这些网络发展和利用过程中,很多的私人信息、重要数据等成为了病毒或者是黑客的攻击对象,那这些行为对于网络的安全使用带来了很大的威胁,因此正确的认识到这些漏洞所在,针对搜索软件对于网络安全使用的影响效果进行分析探讨,从而提出有效的解决方式来提高网络的安全使用性能.     

磁力驱动器涡流损失的研究

对磁力驱动器金属隔离套在交变磁场中引起的涡流损失进行了理论计算 ,并与实测结果进行了对比。指出合理选择金属隔离套的相关参数 ,可以有效控制涡流损失的大小     

软件工程标准化现状与分析

当前社会已进入信息化时代,计算机技术在人们生活中的应用十分的广泛,计算机信息技术在很大的程度上推动了我国的经济社会的发展,促进了我国的国家建设,并且加快了我国实现工业化以及现代化的进度。而软件工程则是计算机信息技术中的重要组成,软件工程是整个信息系统中的最为重要的部分。本文对软件工程的标准化现状进行了相关分析,并提出了加强我国软件工程标准化体系的制定的步骤。     

农业院校计算机实验室信息网络安全分析

该文首次对农业院校的计算机实验室的信息网络安全事件进行了统计和特点分析,通过调查分析出其主要特点：（1）感染恶意代码是主要威胁;（2）垃圾邮件、网页遭篡改、端口扫描问题依然存在;（3）网络钓鱼问题增长较快。分析出农业院校的实验室信息网络安全事件发生的原因。并且为计算机实验室信息网络安全研究提供了参考。     

乙烯收率状况分析与对策

通过对广州石化乙烯厂裂解原料、收率、运行状况进行分析，揭示石脑油质量波动对乙烯收率的影响，研究了乙烯收率的偏低原因，并提出原料频繁变化条件下，原料优化运作和COT调整对策。     

GC/MS characterization of effluents front the ozone bleaching of eucalypt kraft pulps

Concerns regarding the possible environmental effects of organochlorine by‐products from bleaching of pulp with chlorine‐based compounds have led to the pulp and paper industry developing new bleaching sequences. Ozone, oxygen and hydrogen peroxide are the main reagents in these Totally Chlorine Free (TCF) bleaching processes.

In this study, eucalypt kraft pulps from a variety of Australian wood sources were subjected to bleaching sequences comprising oxygen, ozone and hydrogen peroxide/alkali extraction stages. The aqueous liquid effluents from each stage were analyzed by GC/MS for aldehydes, ketones, alcohols, carboxylic acids and other by‐products. Pentafluorobenzyl oxime derivatives of the aldehydes and ketones were analyzed by electron impact GC/MS. The major carbonyl compounds detected were formaldehyde, glyoxal, dimethylglyoxal and acetone. An homologous series of n‐aldehydes corresponding to cleavage of ω‐3, 6, 9 and 12 unsaturated fatty acids also was detected. Aromatic aldehydes were identified in the oxygen stage and high consistency ozone stages, but not in any medium consistency ozone or post‐ozone bleach stages. In all stages a series of saturated alkyl carboxylic acids from formic to octacosanoic acid was detected. Formic and acetic acids were present in the highest yield. Only trace quantities of unsaturated fatty acids were detected. Details of these and other compounds detected are discussed.