融合图嵌入的光滑主成分分析网络图像识别算法

主成分分析网络(principal component analysis network, PCANet)是一种简单的深度学习算法,在图像识别领域具有优秀的性能。将图嵌入思想融入PCANet,提出一种新的图像识别算法光滑主成分分析网络(Smooth-PCANet)。为了验证Smooth-PCANet算法的有效性,在人脸、手写体字符以及图片等不同数据集上构建实验,并将Smooth-PCANet与多种基于深度学习的图像识别算法作了对比。实验结果证明,Smooth-PCANet算法比PCANet获得了更高的识别性能,并且更有效地避免了过拟合,在小样本训练时具有显著优势。     

小型旅馆消防安全现状及管理对策探讨

近年来,各地小型旅馆发展迅速,但由于其小而散使消防安全监管难度增大,从业人员消防安全意识淡薄,自身消防安全隐患较多,极易发生群死群伤火灾事故.介绍了小型旅馆的特点,分析了小型旅馆存在的消防安全隐患及消防监督管理工作存在的问题,探讨了加强小型旅馆消防安全管理的措施.     

考虑地磁场空间梯度的飞行器磁干扰建模与求解方法

首先,在研究飞行器背景磁干扰模型与小信号模型的基础上,分析了地磁梯度沿纬度与高度的变化规律,分析可知由于飞行器的机动,地磁梯度会对测量结果造成影响;然后,考虑地磁梯度因素,对原有小信号模型求解方法进行了改进：飞行器在四个航向上做小角度的机动飞行,将地磁场沿纬度与高度的梯度作为未知量,与飞行器磁干扰模型中的剩磁参数、感磁参数和涡磁参数一起求解;最后,利用实测试验数据进行了验证,结果表明：考虑地磁梯度的影响与不考虑地磁梯度的影响相比,求解的模型参数可以在细节上进一步提高飞行器背景磁干扰的补偿效果。     

The essence of war: French armies and small war in the Low Countries (1672–1697)

In the late seventeenth century during the Dutch War (1672–1678) and the Nine Years War (1688–1697), French armies relied on small war for the accomplishment of essential tasks and as part of an overall strategy of exhausting their opponents in the Low Countries. The purposes of small war included the imposition of contributions on enemy populations, the destruction of the enemy base of operations, blockades of fortresses, and the general support of campaign armies. The expression ‘small war’ in the French language appeared with growing frequency in the 1690s. Small war can be viewed as both a cause and consequence of the characteristics of these wars. The limited policy goals of Louis XIV the king of France required a strategy that minimised risk and accomplished the goal of reducing if not eliminating the Spanish presence in the Low Countries that bordered the north of France. As French armies increased in size during this period, the demand for specialists at small increased in order to provide security and ensure supply. Small war in the late seventeenth century was thus not ideologically motivated insurgency, but in the minds of French commanders an essential component of strategy and the nature of war.     

小子样条件下导弹靶场试验综合评定方法

针对导弹靶场试验中的小子样问题,分析了自助法和随机加权法,并对自助法中再生子样较为集中的不足进行了改进。通过仿真比较得出,改进后的自助法具有更好的评定特性。     

频率搅拌混响室内小屏蔽体的场均匀性检验

为了研究频率搅拌混响室内小屏蔽体的屏蔽效能测试方法,需要检验小屏蔽体内的场均匀性．通过对混响室的场均匀性测试方法的研究,提出基于矢量网络分析仪的测试方法,通过计算工作区域任意两点的功率比检验场均匀性,并用该方法检验工作区域内小屏蔽体的场均匀性．实验结果表明：混响室采用扫频信号实现频率搅拌时,放置于工作区域的小屏蔽体内部同样有较好的场均匀性．     

Lost through non-translation: bringing Clausewitz's writings on ‘new wars’ back in

While Carl von Clausewitz has generally been respected as one of the most profound philosophers of war, his expertise has been regarded as somewhat limited if not even irrelevant to the so-called ‘new wars’ of the post-Cold War world. Many scholars in international relations have claimed that ‘new wars’ are essentially ‘post-Clausewitzian’ and ‘post-trinitarian’ in nature, meaning that they are no longer fathomable through a Clausewitzian framework. However Clausewitz's earlier writings were nearly exclusively dedicated to guerrilla warfare, or what he called ‘small wars’. These writings have been largely overlooked by many analysts of contemporary conflicts. By drawing on his rare and untranslated writings, the article uncovers a critical part of Clausewitz's expertise in asymmetric warfare and shows that, far from being irrelevant in an age where interstate warfare is increasingly being replaced by conflicts between states and semi-/non-state actors, Clausewitz's philosophical writings actually shed new light into the particular interactive dynamics generated during wars waged under conditions of asymmetry.     

FlatLFS:一种面向海量小文件处理优化的轻量级文件系统

海量小文件的高效存储和访问是当前分布式文件系统面临的主要挑战之一。以GFS和HDFS为代表的分布式文件系统大多面向海量大文件的高效存储和访问设计,缺乏小文件处理的针对性优化,导致访问海量小文件时效率低下。针对分布式文件系统中海量小文件访问时的数据服务器优化问题,提出了一种采用扁平式数据存储方法的轻量级文件系统FlatLFS,取代传统文件系统对上层分布式文件系统提供数据存储和访问支持,提高了数据服务器处理小数据块时的I/O性能,从而提升了整个分布式文件系统的性能。实验表明,当数据块大小设定为1M时,FlatLFS的随机读性能分别比ext3、ext4、reiserfs高135%、112%和122%。     

线性回归模型系数Stein估计的改进研究

针对线性回归模型病态的根本原因,提出了一类新的估计———c-k型估计,将岭估计与Stein估计统一到一个估计类;研究了这一估计类,证明利用岭回归技术可以改进著名的Stein估计(在均方误差意义下);同时研究了相应参数的最优值,分别给出了它的一个上界及下界,为病态线性回归模型系数的有偏估计提供了改进的技术途径.     

无管网七氟丙烷灭火系统在小面积精密仪器场所的运用

小面积精密仪器场所由于其精密性和重要性,适于设置气体灭火系统。通过分析比较各种气体灭火剂、有管网和无管网气体自动灭火系统的优缺点及其性价比,得出无管网柜式七氟丙烷灭火系统是小面积精密仪器场所最合适的灭火系统。