期刊文献+
共找到2,203篇文章
< 1 2 111 >
每页显示 20 50 100
Wideband dispersion removal and mode separation of Lamb waves based on two-component laser interferometer measurement 被引量:2
1
作者 徐琰锋 胡文祥 《Chinese Physics B》 SCIE EI CAS CSCD 2017年第9期261-268,共8页
Ultrasonic Lamb waves are considered as a sensitive and effective tool for nondestructive testing and evaluation of plate-like or pipe-like structures. The nature of multimode and dispersion causes the wave packets to... Ultrasonic Lamb waves are considered as a sensitive and effective tool for nondestructive testing and evaluation of plate-like or pipe-like structures. The nature of multimode and dispersion causes the wave packets to spread, and the modes overlap in both time and frequency domains as they propagate through the structures. By using a two-component laser interferometer technique, in combination with a priori knowledge of the dispersion characteristics and wave structure information of Lamb wave modes, a two-component signal processing technique is presented for implementing dispersion removal and mode separation simultaneously for two modes mixture signals of Lamb waves. The proposed algorithm is first processed and verified using synthetic Lamb wave signals. Then, the two-component displacements test experiment is conducted using different aluminum plate samples. Moreover, we confirm the effectiveness and robustness of this method. 展开更多
关键词 Lamb wave dispersion compensation mode separation two-component measurement
在线阅读 下载PDF
Review of low timing jitter mode-locked fiber lasers and applications in dual-comb absolute distance measurement 被引量:11
2
作者 Haosen Shi Youjian Song +6 位作者 Runmin Li Yuepeng Li Hui Cao Haochen Tian Bowen Liu Lu Chai Minglie Hu 《Nanotechnology and Precision Engineering》 EI CAS CSCD 2018年第4期205-217,共13页
Passively mode-locked fiber lasers emit femtosecond pulse trains with excellent short-term stability. The quantum-limited timing jitter of a free running femtosecond erbium-doped fiber laser working at room temperatur... Passively mode-locked fiber lasers emit femtosecond pulse trains with excellent short-term stability. The quantum-limited timing jitter of a free running femtosecond erbium-doped fiber laser working at room temperature is considerably below one femtosecond at high Fourier frequency. The ultrashort pulse train with ultralow timing jitter enables absolute time-of-flight measurements based on a dual-comb implementation, which is typically composed of a pair of optical frequency combs generated by femtosecond lasers. Dead-zone-free absolute distance measurement with sub-micrometer precision and kHz update rate has been routinely achieved with a dual-comb configuration, which is promising for a number of precision manufacturing applications, from large step-structure measurements prevalent in microelectronic profilometry to three coordinate measurements in large-scale aerospace manufacturing and shipbuilding. In this paper, we first review the sub-femtosecond precision timing jitter characterization methods and approaches for ultralow timing jitter mode-locked fiber laser design. Then, we provide an overview of the state-of-the-art dual-comb absolute ranging technology in terms of working principles, experimental implementations, and measurement precisions. Finally, we discuss the impact of quantum-limited timing jitter on the dual-comb ranging precision at a high update rate. The route to highprecision dual-comb range finder design based on ultralow jitter femtosecond fiber lasers is proposed. 展开更多
关键词 TIMING JITTER mode-LOCKED lasers Dual-comb ABSOLUTE distance measurement
在线阅读 下载PDF
Sliding-mode observers for systems with unknown inputs and measurement disturbances 被引量:1
3
作者 韩冬 李春茹 《Journal of Chongqing University》 CAS 2015年第2期63-72,共10页
The method to design sliding-mode observers for systems with unknown inputs and measurement disturbances is presented in the paper. An augmented system is constructed by viewing the measurement disturbances as unknow ... The method to design sliding-mode observers for systems with unknown inputs and measurement disturbances is presented in the paper. An augmented system is constructed by viewing the measurement disturbances as unknow inputs. For such an augmented system, the so-called observer matching condition is not satisfied. Based on the construction of auxiliary outputs, the observer matching condition may be satisfied. High-order sliding-mode differentiators are developed to obtain the estimates of those unmeasurable variables contained in the auxiliary output vector. Employing the estimate of auxiliary output vector, a sliding-mode observer is designed. The simulation results to a real model show that the proposed method is effective. 展开更多
关键词 augmented system high-order sliding-mode differentiators measurement disturbances sliding-mode observer
在线阅读 下载PDF
Ultrasonic echo denoising in liquid density measurement based on improved variational mode decomposition
4
作者 WANG Xiao-peng ZHAO Jun ZHU Tian-liang 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2020年第4期326-334,共9页
The ultrasonic echo in liquid density measurement often suffers noise,which makes it difficult to obtain the useful echo waveform,resulting in low accuracy of density measurement.A denoising method based on improved v... The ultrasonic echo in liquid density measurement often suffers noise,which makes it difficult to obtain the useful echo waveform,resulting in low accuracy of density measurement.A denoising method based on improved variational mode decomposition(VMD)for noise echo signals is proposed.The number of decomposition layers of the traditional VMD is hard to determine,therefore,the center frequency similarity factor is firstly constructed and used as the judgment criterion to select the number of VMD decomposition layers adaptively;Secondly,VMD algorithm is used to decompose the echo signal into several modal components with a single modal component,and the useful echo components are extracted based on the features of the ultrasonic emission signal;Finally,the liquid density is calculated by extracting the amplitude and time of the echo from the modal components.The simulation results show that using the improved VMD to decompose the echo signal not only can improve the signal-to-noise ratio of the echo signal to 20.64 dB,but also can accurately obtain the echo information such as time and amplitude.Compared with the ensemble empirical mode decomposition(EEMD),this method effectively suppresses the modal aliasing,keeps the details of the signal to the maximum extent while suppressing noise,and improves the accuracy of the liquid density measurement.The density measurement accuracy can reach 0.21%of full scale. 展开更多
关键词 liquid density measurement ultrasonic echo signal variational mode decomposition(VMD) signal denoising signal-to-noise ratio
在线阅读 下载PDF
Scheme for direct measurement of Wigner function in two-mode cavity QED driven by classical fields
5
作者 吴怀志 杨贞标 郑仕标 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第12期255-262,共8页
We propose a scheme for the direct measurement of Wigner function in two-mode cavity QED. The atoms are sent to resonantly interact with two orthogonally polarized cavity modes in the presence of strong classical fiel... We propose a scheme for the direct measurement of Wigner function in two-mode cavity QED. The atoms are sent to resonantly interact with two orthogonally polarized cavity modes in the presence of strong classical field. The probability of measuring the atom in the ground state directly gives the useful information of the cavity field. This method can be used for quantum non-demolition measurement of the photon number. 展开更多
关键词 two-mode cavity Wigner function quantum non-demolition measurement
在线阅读 下载PDF
Single-mode quadrature-amplitude measurement for generalized two-mode squeezed states studied by virtue of the entangled state representation
6
作者 许雪芬 《Chinese Physics B》 SCIE EI CAS CSCD 2006年第1期235-241,共7页
The result of one-mode quadrature-amplitude measurement for some generalized two-mode squeezed states has been studied by virtue of the entangled state representation of the corresponding two-mode squeezing operators.... The result of one-mode quadrature-amplitude measurement for some generalized two-mode squeezed states has been studied by virtue of the entangled state representation of the corresponding two-mode squeezing operators. We find that the remaining fleld-mode simultaneously collapses to the single-mode squeezed state with more stronger squeezing. The measurement result caused by a single-mode squeezed state projector is also calculated, which indicates quantum entanglement in squeezing. 展开更多
关键词 entangled state representation quadrature-amplitude measurement two-mode squeezed states
在线阅读 下载PDF
Single-mode photon number measurement for the squeezed two-mode number state
7
作者 许雪芬 朱士群 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第4期1512-1516,共5页
Based on the fact that a two-mode squeezed number state is a two-variable Hermite polynomial excitation of the two-mode squeezed vacuum state, the result of one-mode l-photon measurement for the two-mode squeezed numb... Based on the fact that a two-mode squeezed number state is a two-variable Hermite polynomial excitation of the two-mode squeezed vacuum state, the result of one-mode l-photon measurement for the two-mode squeezed number state S2|m, n) is discussed. It is found that a remaining field-mode simultaneously collapses into a number state |n - m+l| with the coefficient being a Jacobi polynomial of n, m and l, which manifestly exhibits the entanglement between the two modes, i.e. it depends on the number-difference between the two modes. The second mode collapses into an excited coherent state when the first mode is measured as a coherent state. 展开更多
关键词 photon number measurement two-mode squeezed number state quantum entanglement
在线阅读 下载PDF
Local measurement for structural health monitoring 被引量:1
8
作者 祁贵仲 郭迅 +2 位作者 齐霄斋 董伟民 P.Chang 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2005年第1期165-172,共8页
Localized nature of damage in structures requires local measurements for structural health monitoring. The local measurement means to measure the local, usually higher modes of the vibration in a structure. Three fund... Localized nature of damage in structures requires local measurements for structural health monitoring. The local measurement means to measure the local, usually higher modes of the vibration in a structure. Three fundamental issues about the local measurement for structural health monitoring including (1) the necessity of making local measurement, (2) the difficulty of making local measurement and (3) how to make local measurement are addressed in this paper. The results from both the analysis and the tests show that the local measurement can successfully monitor the structural health status as long as the local modes are excited. Unfortunately, the results also illustrate that it is difficult to excite local modes in a structure. Therefore, in order to carry structural health monitoring into effect, we must (1) ensure that the local modes are excited, and (2) deploy enough sensors in a structure so that the local modes can be monitored. 展开更多
关键词 structure health monitoring local measurement local modes higher modes local modes EXCITATION SENSORS structural vibration
在线阅读 下载PDF
An Indentation Method for Nanoprecision Measurement of Diamond Tool Edge Radius
9
作者 X P Li M Rahman +2 位作者 K Liu K S Neo C C Chan 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期98-99,共2页
In ductile mode cutting of brittle materials using di amond tools, such as ductile cutting of silicon and quartz for wafer fabrication , one of the key conditions for achieving ductile chip formation is to get the r i... In ductile mode cutting of brittle materials using di amond tools, such as ductile cutting of silicon and quartz for wafer fabrication , one of the key conditions for achieving ductile chip formation is to get the r ight ratio of tool cutting edge radius to the undeformed chip thickness. It has been shown that the undeformed chip thickness has to be in the order of nanomete rs and that the tool cutting edge radius has to be smaller than the undeformed c hip thickness. Therefore, nanoprecision measurement of diamond cutting tools has become a key issue for ductile mode cutting of brittle materials. In this paper , a non-destructive nanoprecision measurement method for diamond tool cutting e dge radius is presented. The basis of the method is that the exact profile of th e tool cutting edge can be perfectly copied by indenting the tool cutting edge o n the surface of a rigid-perfect plastic material, and that the copy of the pro file can be measured at nanoprecision level. Ideally, the first aspect of th e method is to make a perfect copy of the tool cutting edge profile by indentati on on the surface of a rigid-perfect plastic material which has no elastic spri ng back, so that a true copy of the tool cutting edge is maintained for subseque nt measurement. Since no rigid-perfect plastic material can be found in realit y, actual materials of rigid-elastic-plastic nature have to be used for the in dentation in the measurement method, and the material elastic error compensation coefficients have to be determined to cancel out the effect of elastic spring b ack. For the minimization of error compensation, criteria for the selection of t he optimal materials for the indentation measurement are found to be: 1) high ri gidity and high density, 2) large Young’s elastic modulus, and 3) low yield strength. One of such materials identified is copper. The second aspect of the method is to measure the radius of the indented profile on the surface of the ma terial. This can be achieved by using an atomic force microscope (AFM), and in t his paper the results for measurement of diamond tool edge radii of nanometer sc ales by indentation on a copper material are presented. The elastic error compen sation coefficient for the copper material is determined through the indentation of a tungsten carbide tool edge on the copper surface. By comparing the actual tool edge radius measured using SEM on the sectional view of the tungsten carbid e tool with the one measured from the copied profile of the tool edge on the cop per surface, the coefficient is obtained. Analysis is given for the accuracy of the proposed method, showing that as far as the elastic compensation coefficient is consistent with the material used for the indentation measurement, the only source of errors with the measurement will come from the device for measuring th e indented profile on the surface of the solid, in this case it will come from t he AFM which measures on the sub-nanometer scales. 展开更多
关键词 nanoprecision measurement INDENTATION diamond tool cutting edge radius ductile mode cutting
在线阅读 下载PDF
ELLIPSOMETRY MEASUREMENT ON ANISOTROPIC FILM AND CRYSTAL
10
作者 You Bo-Qiang, Zhang Liang-Ying and Yao Xi Electronic Materials Research Laboratory, Xi’an Jiaotong University, Xi’an 710049, China 《真空科学与技术学报》 EI CAS CSCD 1992年第Z1期115-118,共4页
In this paper, a method of light intensity mode ellipsometry for optical constant measurement on anisotropic films and crystals is studied. Softwares for this method have also been developed Based on the theories and ... In this paper, a method of light intensity mode ellipsometry for optical constant measurement on anisotropic films and crystals is studied. Softwares for this method have also been developed Based on the theories and correspond softwares, experiments are carried out carefully for anisotropic film and bulk samples with optical axis parallel to their surface as well as optical axis perpendicular to the surface. Moreover, the discrepancy between measured data and calculated results are also analyzed. The measurement system developed in this paper is powerful to measure optical parameter of anisotropic film and bulk samples. 展开更多
关键词 AXIS In mode ELLIPSOMETRY measurement ON ANISOTROPIC FILM AND CRYSTAL
在线阅读 下载PDF
MICROWAVE RADIOMETER AND ITS APPLICATION TO SNOW MEASUREMENT
11
作者 Zhang Junrong, Zhao Renyu, Guo Fenglian, Zhao Kai, Hu Xuewei (Changchun Institute of Geography, Academia Sinica) 《遥感信息》 CSCD 1990年第A02期32-33,共2页
The microwave radiactivproperty of snow is studied using self-developed three band microwave radiometers. Experiments were carried out repeatedly from 1986 to 1989 in Northeast China The relation between brightness te... The microwave radiactivproperty of snow is studied using self-developed three band microwave radiometers. Experiments were carried out repeatedly from 1986 to 1989 in Northeast China The relation between brightness temperature and observation angle was obtained with both vertical and horizontal polarizations. The curves corresponding brightness temperature and snow depth were also drawn out for different frequency bands. The results demonstrate the application potential of the multifrequency microwave radiometer in this area. 展开更多
关键词 mode MICROWAVE RADIOMETER AND ITS APPLICATION TO SNOW measurement THAN ITS
在线阅读 下载PDF
Stability Monitoring and Control of Generation Based on the Synchronized Measurements in Nodes of Its Connection
12
作者 Alexander Fishov Maria Shiller +1 位作者 Anton Dekhterev Vladimir Fishov 《Journal of Energy and Power Engineering》 2015年第1期59-67,共9页
Synchronized distributed measurements of mode parameters create a technical feasibility for development and implementing new technologies of control the mode stability and the admissibility of EPS (electric power sys... Synchronized distributed measurements of mode parameters create a technical feasibility for development and implementing new technologies of control the mode stability and the admissibility of EPS (electric power system) mode. Discussion will focus on different models obtained from data synchronized measurements for operational and automatic emergency control without EPS being totally controlled. According to the proposed technology, the generator's output power restrictions are determined in real-time by the terms a static stability using the generators' mode model as a multipole with connection nodes of generators' electromotive forces (the matrix of SMA (self and mutual admittances) of electromotive forces of generators). Potential applications of the technology are distribution network with the main substation and generators of commensurable capacity, and transmission network with large power plants (generators) distributed into the network. The one-level control system for all of generators with defining the generator's power limits relative to the main substation is implemented in the first case. In the second case, the two-level control system is brought in, based on the separation of large and small generation motion. The results of the method and technology efficiency verification are shown in the paper, by both computer simulations of the power system modes and its physical model. 展开更多
关键词 Power system static stability synchronized measurements normal mode transient mode post emergency mode matrix of self and mutual admittances.
在线阅读 下载PDF
Entanglement swapping without joint measurement via a ∧-type atom interacting with bimodal cavity field
13
作者 林秀 李洪才 +1 位作者 杨榕灿 黄志平 《Chinese Physics B》 SCIE EI CAS CSCD 2007年第4期919-922,共4页
This paper proposes a scheme for realizing entanglement swapping in cavity QED. The scheme is based on the resonant interaction of a two-mode cavity field with a ∧-type three-level atom. In contrast with the previous... This paper proposes a scheme for realizing entanglement swapping in cavity QED. The scheme is based on the resonant interaction of a two-mode cavity field with a ∧-type three-level atom. In contrast with the previously proposed schemes, the present scheme is ascendant, since the fidelity is 1.0 and the joint measurement isn't needed. And the scheme is experimentally feasible based on the current cavity QED technique. 展开更多
关键词 entanglement swapping ∧-type atom two-mode cavity field joint measurement
在线阅读 下载PDF
改进的k-modes聚类算法在协同过滤就业推荐算法中的应用
14
作者 刘逗逗 王文发 许淳 《延安大学学报(自然科学版)》 2024年第2期96-100,共5页
为了给高校毕业生提供精准的个性化就业推荐服务,将基于动态权重相互依存距离的改进k-modes聚类算法应用于协同过滤推荐算法中。定义不同样本点属性之间的距离等于属性值内部距离和属性间外部距离的加权和,选择初始簇质心时,动态调整样... 为了给高校毕业生提供精准的个性化就业推荐服务,将基于动态权重相互依存距离的改进k-modes聚类算法应用于协同过滤推荐算法中。定义不同样本点属性之间的距离等于属性值内部距离和属性间外部距离的加权和,选择初始簇质心时,动态调整样本点与簇质心的距离以及簇密度的组合权重,动态设置簇密度计算公式的半径,根据样本点的概率值选出初始簇质心;迭代计算和优化得到满足精度的学生簇和职位簇;构建学生-职位矩阵,计算应届生和往届生的相似度、往届生和入职岗位的相似度,选择二者的相似度超过阈值的应届生簇和职位簇组合为匹配对进行匹配,并将匹配信息降序排列形成匹配列表,依据匹配列表进行双向推荐和信息推送,为高校的就业推荐和指导提供信息导向和技术支持。 展开更多
关键词 双边匹配算法 协同过滤算法 聚类分析 k-modes算法 相似性度量
在线阅读 下载PDF
高功率TM_(01)在线选模耦合装置设计
15
作者 张立刚 谭维兵 +2 位作者 李小泽 朱晓欣 胡祥刚 《强激光与粒子束》 北大核心 2025年第1期147-154,共8页
针对传统高功率微波在线测量装置寄生模式抑制度低、测量精度易受到寄生模式干扰的问题,提出了一种高功率TM_(01)模式选模耦合装置。由于相对论返波管阴极发射角向不均匀性会产生非对称模式,而传统的单臂多孔圆波导耦合器无法解决其他... 针对传统高功率微波在线测量装置寄生模式抑制度低、测量精度易受到寄生模式干扰的问题,提出了一种高功率TM_(01)模式选模耦合装置。由于相对论返波管阴极发射角向不均匀性会产生非对称模式,而传统的单臂多孔圆波导耦合器无法解决其他非对称模寄生耦合干扰的问题,往往导致检测波形畸变、耦合度判断偏差,严重影响对返波管TM_(01)模输出功率在线评估的准确性。为此,将四臂多孔耦合结构与基于魔T的TM_(01)选模网络相结合,提出了一种新颖的在线选模耦合装置,利用不同波导模式场结构区别实现了TM_(01)模式与其他寄生模式的差异化耦合,解决了因寄生模式干扰引起的在线测试功率不准的问题。仿真结果表明,提出的新型耦合器对TM_(01)模耦合强度相对于其他模式高出20 dB以上,高功率实验中测得在线测试波形及功率与辐射场测试波形及功率符合较好,耦合稳定性得到明显提高。 展开更多
关键词 高功率微波 微波测量 TM_(01)模选模圆波导耦合器 魔T
在线阅读 下载PDF
河流水深测量方法综述及研究进展
16
作者 张宝森 栗铭阳 +1 位作者 刘占奎 介玉新 《水利学报》 北大核心 2025年第1期32-41,共10页
本文综述了河流水深测量方法,重点总结了无人测量技术发展现状及两栖无人机应急监测技术装备应用前景。研究团队经过多年技术积累和攻关,于2024年1月终于试制研发成功基于两栖无人机应急监测技术装备。研发的两栖无人机,集成了现有无人... 本文综述了河流水深测量方法,重点总结了无人测量技术发展现状及两栖无人机应急监测技术装备应用前景。研究团队经过多年技术积累和攻关,于2024年1月终于试制研发成功基于两栖无人机应急监测技术装备。研发的两栖无人机,集成了现有无人机和无人船的优势,实现陆基、水基自由起降、精确定位和水下应急测量,突破了复杂环境条件下的河道洪水测量技术瓶颈。两栖无人机在传统陆基起降的基础上增加了水基起降,可精准控制在水面的降落位置,入水后保持机身稳定,测量水深、流速等参数,快速获取监测数据后从水面直接起飞。两栖无人机还具有操作简便、机动性强、环境适应性好的优点。与传统的河道监测手段相比,两栖无人机不易受地形、天气等因素的限制,可以在复杂的环境中稳定运行,提供连续的监测数据。同时,两栖无人机的监测数据可以通过无线传输方式实时传输到指挥中心,为决策者提供及时、准确的信息支持。 展开更多
关键词 水深测量 两栖无人机 监测技术装备 无线传输方式
在线阅读 下载PDF
基于SAO-VMD-S的双端柔性直流输电故障测距方案
17
作者 王思华 王羚佰 《电力系统保护与控制》 北大核心 2025年第1期1-12,共12页
针对柔性直流输电线路故障定位过程中信号易受噪声干扰、耐过渡电阻能力差的问题,提出了采用小波变换(wavelet transform,WT)进行消噪处理、并结合变分模态分解(variational mode decomposition,VMD)的柔性直流输电线路故障定位方案。... 针对柔性直流输电线路故障定位过程中信号易受噪声干扰、耐过渡电阻能力差的问题,提出了采用小波变换(wavelet transform,WT)进行消噪处理、并结合变分模态分解(variational mode decomposition,VMD)的柔性直流输电线路故障定位方案。首先利用基于Logistic函数的循环位移小波阈值去噪对故障信号进行处理。然后采用雪消融优化器(snow ablation optimizer,SAO)结合VMD对信号进行有效分解。最后对分解后的高频分量进行S变换(S-transform,ST),选取对应频率下的幅值曲线进行波头标定。此外,提出了一种不依赖波速的测距算法。在PSCAD/EMTDC平台中搭建双端柔性直流系统并进行仿真验证。结果表明,所提方案不仅对采样率要求低,且能耐受300Ω的过渡电阻和30 dB的噪声,在不同故障距离下均能准确进行测距。 展开更多
关键词 柔性直流输电 小波去噪 雪消融优化器 变分模态分解 S变换 故障测距
在线阅读 下载PDF
隐性知识显性化的“市场营销学”课堂教学模式探讨
18
作者 韩琳 《教育教学论坛》 2025年第5期157-160,共4页
市场营销学作为经营管理学科,应用性非常强。为了更好地适应社会环境,各大院校都不同程度地针对教育教学实施了相应改革,同时转变了教学理念。首先阐述了显性知识与隐性知识的概念与关系,随后基于“市场营销学”课程传统教学现状,着重... 市场营销学作为经营管理学科,应用性非常强。为了更好地适应社会环境,各大院校都不同程度地针对教育教学实施了相应改革,同时转变了教学理念。首先阐述了显性知识与隐性知识的概念与关系,随后基于“市场营销学”课程传统教学现状,着重研究“市场营销学”课堂教学过程中隐性知识显性化模式的应用措施。将隐性知识显性化的“市场营销学”课堂教学模式,不仅能直观呈现知识点,而且让学生更容易理解并提高知识应用能力,使市场营销学从培养专业人才转为培养复合型人才。 展开更多
关键词 市场营销学 隐性知识 显性化 课堂教学模式 应用措施
在线阅读 下载PDF
基于新的相异度量的模糊K-Modes聚类算法 被引量:5
19
作者 白亮 曹付元 梁吉业 《计算机工程》 CAS CSCD 北大核心 2009年第16期192-194,共3页
传统的模糊K-Modes聚类算法采用简单匹配方法度量对象与Mode之间的相异程度,没有充分考虑Mode对类的代表程度,容易造成信息的丢失,弱化了类内的相似性。针对上述问题,通过对象对类的隶属度反映Mode对类的代表程度,提出一种新的相异度量... 传统的模糊K-Modes聚类算法采用简单匹配方法度量对象与Mode之间的相异程度,没有充分考虑Mode对类的代表程度,容易造成信息的丢失,弱化了类内的相似性。针对上述问题,通过对象对类的隶属度反映Mode对类的代表程度,提出一种新的相异度量,并将它应用于传统的模糊K-Modes聚类算法。与传统的K-Modes和模糊K-Modes聚类算法相比,该相异度量是有效的。 展开更多
关键词 模糊K—modes聚类算法 相异度量 类中心
在线阅读 下载PDF
基于贝叶斯距离的K-modes聚类算法 被引量:5
20
作者 赵亮 刘建辉 张昭昭 《计算机工程与科学》 CSCD 北大核心 2017年第1期188-193,共6页
K-modes算法中原有的分类变量间距离度量方法无法体现属性值之间差异,对此提出了一种基于朴素贝叶斯分类器中间运算结果的距离度量。该度量构建代表分类变量的特征向量并计算向量间的欧氏距离作为变量间的距离。将提出的距离度量代入K-m... K-modes算法中原有的分类变量间距离度量方法无法体现属性值之间差异,对此提出了一种基于朴素贝叶斯分类器中间运算结果的距离度量。该度量构建代表分类变量的特征向量并计算向量间的欧氏距离作为变量间的距离。将提出的距离度量代入K-modes聚类算法并在多个UCI公共数据集上与其他度量方法进行比较,实验结果表明该距离度量更加有效。 展开更多
关键词 K—modes聚类算法 分类变量 朴素贝叶斯分类器 距离度量
在线阅读 下载PDF
上一页 1 2 111 下一页 到第
使用帮助 返回顶部