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一种基于残余矩阵方差的主因子数估计方法
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作者 陆玮 邵利民 《中国科学技术大学学报》 CAS CSCD 北大核心 2014年第11期881-886,共6页
提出了一种基于残余矩阵方差的主因子数估计方法(RVR方法),判断标准是扣除不同因子后,残余矩阵方差显现出差异性.列出了RVR对模拟数据和实验数据的处理结果,并且与其他方法进行了比较,结果表明RVR方法对主因子数的估计效果较好.
关键词 主因子数 主成分分析 特征值 特征向量 残余矩阵
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基于PGM-NMF的网络流量异常检测研究 被引量:2
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作者 王晓鸽 《电子科技》 2014年第5期175-178,共4页
通过对网络流量数据进行采样,小波空间变化过滤噪声,构建了基于信息熵的网络流量矩阵,使用PGM-NMF算法对网络流量矩阵进行分解,构建的基于非负子空间方法的残余矩阵,应用Q图实现网络流量的异常检测。理论分析及实验结果表明,与PCA方法相... 通过对网络流量数据进行采样,小波空间变化过滤噪声,构建了基于信息熵的网络流量矩阵,使用PGM-NMF算法对网络流量矩阵进行分解,构建的基于非负子空间方法的残余矩阵,应用Q图实现网络流量的异常检测。理论分析及实验结果表明,与PCA方法相比,PGM-NMF算法在网络流量的异常检测中具有较好检测性能。 展开更多
关键词 PGA-NMF算法 网络流量矩阵 残余矩阵 异常检测模型 Q图
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Experimental study of post-peak behavior of bimrocks with high rock block proportions 被引量:4
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作者 Mohammad Afifipour Parviz Moarefvand 《Journal of Central South University》 SCIE EI CAS 2014年第2期761-767,共7页
Design and construction of engineering structures in geomaterials with block-in-matrix texture(referred as bimrock) such as conglomerates,breccias and agglomerates are challenging tasks for engineers.When dealing with... Design and construction of engineering structures in geomaterials with block-in-matrix texture(referred as bimrock) such as conglomerates,breccias and agglomerates are challenging tasks for engineers.When dealing with these materials in important structures such as open pits with high walls and pillars of deep underground mines,understanding the complete stress-strain behavior,including post-peak region,is a formidable yet crucial engineering practice.To study the post-peak behavior of bimrocks,artificial specimens were fabricated with a mixture of rock blocks and a cementing agent.All the experiments were conducted under uniaxial compression using a servo-control testing machine.The results show that the specimens with the highest block proportion(around 90% by mass) showed a small decrease in stress with strain increment in the post-peak region.The specimens with lower block proportions were characterized by an approximately steep fall in stress and following to residual stress.Based on the study,it is inferred that all the artificial specimens undergo post-failure deformation and the type of post behavior depends on rock block proportions. 展开更多
关键词 bimrocks uniaxial compression loading servo-control POST-PEAK
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Theoretical model of double-walled carbon nanotube pullout from a composite matrix 被引量:4
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作者 ZHOU LiJun KANG YiLan GUO JianGang 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2012年第6期1004-1009,共6页
A micromechanical model of double-walled carbon nanotube (DWCNT) pullout from a composite matrix is presented with the interfacial residual stress and van der Waals (vdW) forces taken into consideration.The interfacia... A micromechanical model of double-walled carbon nanotube (DWCNT) pullout from a composite matrix is presented with the interfacial residual stress and van der Waals (vdW) forces taken into consideration.The interfacial residual stress induced by thermal expansion coefficient (TEC) mismatch is introduced via thermo-elastic constitutive relations.The influence of vdW interactions between two layers of DWCNT on the interfacial stress distributions of DWCNT and matrix is analyzed.The analytical expressions of interfacial shear stress and the axial stresses of DWCNT and matrix are derived,respectively.Furthermore,the influences of temperature change,interfacial friction coefficient,DWCNT aspect ratio,DWCNT volume fraction and the relative modulus between DWCNT and matrix are illustrated and discussed. 展开更多
关键词 double-walled carbon nanotubes PULLOUT residual stress van der Waals forces
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