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质量度量指标驱动的数据聚合与多维数据可视化 被引量:3
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作者 李杨 郝志峰 +1 位作者 谢光强 袁淦钊 《智能系统学报》 CSCD 北大核心 2013年第4期299-304,共6页
以多维数据可视化为研究对象,在质量度量模型下,采用数据聚合为基本手段,来提高多维数据可视化的图像质量.在质量度量指标驱动的框架下提出了均分K-means++数据聚合算法,在传统K-means算法的基础上,专门以数据可视化为目的对算法进行了... 以多维数据可视化为研究对象,在质量度量模型下,采用数据聚合为基本手段,来提高多维数据可视化的图像质量.在质量度量指标驱动的框架下提出了均分K-means++数据聚合算法,在传统K-means算法的基础上,专门以数据可视化为目的对算法进行了改进,使得算法聚合得到的数据既能够较好地保持原数据的大部分特性,又能显著地提高可视化后的图像质量.仿真实验证明,在不同的数据抽象级别DAL下,无论是图像质量指标还是质量度量指标HDM(直方图差值度量)、NNM(最近邻距离度量),算法都表现出了较好的仿真结果. 展开更多
关键词 质量度量 数据空间 数据聚合 K-均值 多维数据可视化
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基于三角不等式原理的数据匹配方法
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作者 武云鹏 包卫东 张维明 《华南理工大学学报(自然科学版)》 EI CAS CSCD 北大核心 2010年第7期33-38,共6页
数据匹配是数据库领域的一个重要研究方向.文中提出了一种Metrics空间下的数据匹配新方法.该方法基于三角不等式原理,对数据进行分类匹配,并引入多重循环机制提高匹配效率.文中还分析了该方法的复杂度.实验结果表明,该方法能够充分利用... 数据匹配是数据库领域的一个重要研究方向.文中提出了一种Metrics空间下的数据匹配新方法.该方法基于三角不等式原理,对数据进行分类匹配,并引入多重循环机制提高匹配效率.文中还分析了该方法的复杂度.实验结果表明,该方法能够充分利用数据特性,有效提高数据匹配的精确率、正确率及回归率. 展开更多
关键词 数据匹配 metrics空间 相对距离 弱相似性
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关于一类(α,β)型Douglas度量
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作者 张剑锋 《丽水学院学报》 2013年第5期5-11,共7页
研究形如F=α+∈β+2kβ2/α-k2β4/3α3的(α,β)型Finsler度量的性质,给出此度量为Douglas度量的一个充分必要条件,其中α:=√αij(x)yiyj是黎曼度量,β:=bi(x)y是1-形式,∈和k≠0都是常数.
关键词 FINSLER度量 β)型度量 Douglas度量 Berwald空间
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On the Energy-Momentum Problem in Static Einstein Universe
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作者 S. Aygun 《Chinese Physics Letters》 SCIE CAS CSCD 2007年第2期355-358,共4页
The energy-momentum distributions of Einstein's simplest static geometrical model for an isotropic and homogeneous universe are evaluated. For this purpose, Einstein, Bergmann-Thomson, Landau-Lifshitz (LL), Moller ... The energy-momentum distributions of Einstein's simplest static geometrical model for an isotropic and homogeneous universe are evaluated. For this purpose, Einstein, Bergmann-Thomson, Landau-Lifshitz (LL), Moller and Papapetrou energy-momentum complexes are used in general relativity. While Einstein and Bergmann-Thomson complexes give exactly the same results, LL and Papapetrou energy-momentum complexes do not provide the same energy densities. The Moller energy-momentum density is found to be zero everywhere in Einstein's universe. Also, several spacetimes are the limiting cases considered here. 展开更多
关键词 RADIATING CHARGED-PARTICLE DYON BLACK-HOLE GRAVITATIONAL-WAVES GENERAL-RELATIVITY TELEPARALLEL GRAVITY TETRAD THEORY space-TIME LOCALIZATION metrics DISTRIBUTIONS
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封城前后绿地景观格局对气溶胶影响的比较
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作者 向炀 周志翔 《中国园林》 CSCD 北大核心 2023年第7期115-120,共6页
交通和工业排放是大气污染的主要来源。先前研究并未充分理解剔除交通和工业排放前后绿地景观格局对气溶胶光学厚度(AOD)的影响,比较分析了疫情封城前后社会经济、路网密度、绿地景观指数与AOD之间的因果关系,采用随机森林量化不同绿地... 交通和工业排放是大气污染的主要来源。先前研究并未充分理解剔除交通和工业排放前后绿地景观格局对气溶胶光学厚度(AOD)的影响,比较分析了疫情封城前后社会经济、路网密度、绿地景观指数与AOD之间的因果关系,采用随机森林量化不同绿地景观百分比下影响AOD的主导因子,探测绿地景观指数和AOD的空间自相关特征,然后采用多尺度地理加权回归来量化绿地景观指数对AOD的影响。结果表明,在不同绿地景观百分比和疫情封城前后影响AOD的主导因子具有差异。与疫情封城之前相比较,封城后绿地景观指数削减气溶胶污染的能力被减弱了,但影响因子对AOD的相对重要性得到了增强。绿地景观指数和AOD均存在显著的空间集聚特征。绿地景观指数在疫情封城前后对AOD的影响大小和尺度存在差异。研究结果有助于基于缓解AOD下绿地景观格局优化和政策制定。 展开更多
关键词 风景园林 气溶胶光学厚度 景观指数 绿地 随机森林 多尺度地理加权回归 结构方程模型
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Teichmller space of negatively curved metrics on complex hyperbolic manifolds is not contractible
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作者 FARRELL F. Thomas SORCAR Gangotryi 《Science China Mathematics》 SCIE CSCD 2017年第4期569-580,共12页
We prove that for all n = 4k- 2 and k 2 there exists a closed smooth complex hyperbolic manifold M with real dimension n having non-trivial π1(T<0(M)). T<0(M) denotes the Teichm¨uller space of all negative... We prove that for all n = 4k- 2 and k 2 there exists a closed smooth complex hyperbolic manifold M with real dimension n having non-trivial π1(T<0(M)). T<0(M) denotes the Teichm¨uller space of all negatively curved Riemannian metrics on M, which is the topological quotient of the space of all negatively curved metrics modulo the space of self-diffeomorphisms of M that are homotopic to the identity. 展开更多
关键词 space of Riemannian metrics negative curvature complex hyperbolic space
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MODELS OF HARMONIC MAPPING THEORY FOR THE BELTRAMI SPACE-TIME OF CONSTANT CURVATURE
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作者 郭汉英 《Chinese Science Bulletin》 SCIE EI CAS 1982年第1期24-26,共3页
We have pointed out that on the principles of special relativity and of propagation of light going along the null geodesic the special relativity of Einstein can be extented to the 3-dimensional Beltrami space-time D_... We have pointed out that on the principles of special relativity and of propagation of light going along the null geodesic the special relativity of Einstein can be extented to the 3-dimensional Beltrami space-time D_λ with constant curvaturesλ<0, λ= 0 and λ>0. The inertial coordinate systems for each of them are so-called Beltrami coordinates and their metrics are also Beltrami 展开更多
关键词 COORDINATES metrics space EINSTEIN instead INERTIAL curvature pointed simultaneous MINKOWSKI
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蓝绿空间景观格局对城市热岛的影响 被引量:8
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作者 向炀 周志翔 《中国园林》 CSCD 北大核心 2023年第1期105-110,共6页
城市热岛是城市环境中的典型问题。景观指数影响范围的空间异质性很少被理解。为了解决这个问题,拟采用多尺度地理加权回归模型(MGWR)来分析景观指数,归一化差值植被指数(NDVI)与地表温度(LST)之间的相互关系。结果显示,和普通最小二乘... 城市热岛是城市环境中的典型问题。景观指数影响范围的空间异质性很少被理解。为了解决这个问题,拟采用多尺度地理加权回归模型(MGWR)来分析景观指数,归一化差值植被指数(NDVI)与地表温度(LST)之间的相互关系。结果显示,和普通最小二乘法回归和地理加权回归相比较,MGWR揭示了不同景观指数的空间影响尺度,具有更接近真实值的拟合效果。增加绿地和水体景观百分比及NDVI能够很好地缓解LST,其他景观指数则与LST的关系在不同的位置呈现正或负相关,需在特定位置进行优化才能有效地缓解LST。总的来说,形状简单且聚集分布的较大绿地斑块和形状复杂且较小的绿地斑块,以及在大多数情况下形状复杂、连通性强的水体景观更利于缓解LST。 展开更多
关键词 风景园林 城市热岛 地表温度 景观指数 蓝绿空间 多尺度地理加权回归
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基于参数化的天然采光评价指标的对比研究——以沈阳地区典型办公空间为例 被引量:8
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作者 山如黛 席明明 +1 位作者 严云波 夏晓东 《建筑科学》 CSCD 北大核心 2016年第12期102-106,134,共6页
国际天然采光研究的评价方式已从传统静态评价指标采光系数(DF)逐渐趋向于动态评价指标—有效照度(UDI)。文章以沈阳地区典型侧向采光的办公空间为例,运用参数化建筑建模及模拟方法,通过基于Radiance模拟引擎的建筑采光模拟软件,对采光... 国际天然采光研究的评价方式已从传统静态评价指标采光系数(DF)逐渐趋向于动态评价指标—有效照度(UDI)。文章以沈阳地区典型侧向采光的办公空间为例,运用参数化建筑建模及模拟方法,通过基于Radiance模拟引擎的建筑采光模拟软件,对采光系数(DF)及有效照度(UDI)进行了参数化模拟,并对模拟结果进行了对比分析,从而得出不同外窗系统参数下的UDI的最优值。同时,在综合考虑窗户热工性能的限值要求下,得出适合于沈阳地区办公空间的天然采光设计方案。 展开更多
关键词 动态评价指标 有效照度 参数化模拟 办公空间
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A NOTE ON ISOMETRIC METRIZATION OF PROBABILISTIC METRIC SPACES
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作者 方锦暄 《Chinese Science Bulletin》 SCIE EI CAS 1991年第18期1497-1500,共4页
The metrization of a probabilistic metric space (for short, PM-space )usually implies the metrization of its (ε,λ)-topological structure. Therefore, if a PM-space is metrizable, it only implies that its topological ... The metrization of a probabilistic metric space (for short, PM-space )usually implies the metrization of its (ε,λ)-topological structure. Therefore, if a PM-space is metrizable, it only implies that its topological properties do not have an essential distinction with metric space. However, PM-spaces also have abundant and unique probabilistic metric properties. 展开更多
关键词 (generalized) MENGER space space generated by family of pseudo-metrics metric space isometrically isomorphism.
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A Study on the Influence of Luminance L* in the L*a*b* Color Space during Color Segmentation 被引量:1
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作者 Rodolfo Alvarado-Cervantes Edgardo M. Felipe-Riveron +1 位作者 Vladislav Khartchenko Oleksiy Pogrebnyak 《Journal of Computer and Communications》 2016年第3期28-34,共7页
In this paper an evaluation of the influence of luminance L* at the L*a*b* color space during color segmentation is presented. A comparative study is made between the behavior of segmentation in color images using onl... In this paper an evaluation of the influence of luminance L* at the L*a*b* color space during color segmentation is presented. A comparative study is made between the behavior of segmentation in color images using only the Euclidean metric of a* and b* and an adaptive color similarity function defined as a product of Gaussian functions in a modified HSI color space. For the evaluation synthetic images were particularly designed to accurately assess the performance of the color segmentation. The testing system can be used either to explore the behavior of a similarity function (or metric) in different color spaces or to explore different metrics (or similarity functions) in the same color space. From the results is obtained that the color parameters a* and b* are not independent of the luminance parameter L* as one might initially assume. 展开更多
关键词 Color Image Segmentation CIELAB Color space L*a*b* Color space Color metrics Color Segmentation Evaluation Synthetic Color Image Generation
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The Optical Properties of Gravity
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作者 Bernard Lavenda 《Journal of Modern Physics》 2017年第5期803-838,共36页
The resemblance between the equation for a characteristic hypersurface through which wavefronts of light rays pass and optical metrics of general relativity has long been known. Discontinuities in the hypersurface are... The resemblance between the equation for a characteristic hypersurface through which wavefronts of light rays pass and optical metrics of general relativity has long been known. Discontinuities in the hypersurface are due to refraction involving Snell’s law, as opposed to discontinuities in time that would involve the Doppler effect. The presence of a static gravitational potential in the metric coefficients is accounted by an index of refraction that is entirely dependent on the space coordinates. The two-time Einstein metric must be reinterpreted as a two-space scale metric because of the two different speeds of light. It is shown that the Schwarzschild metric is incompatible with the laws of classical physics. Gravitational waves are identified with the transverse-trans-verse plane wave solutions to Einstein’s equations in vacuum, which propagate at the speed of light. Yet, when energy loss is evaluated, his equations acquire, surprisingly, a source term. Poynting’s vector, which is not a true vector, is defined in terms of the pseudo-gravitational tensor, and hence energy is neither localizable nor conserved. The solutions to the equations of motion are geodesics and, by definition, do not radiate. A finite speed of propagation implies that gravitational waves should aberrate, like their electromagnetic wave counterparts, and if they do not aberrate they cannot radiate. 展开更多
关键词 GRAVITATIONAL Red-Shifts OPTICAL metrics GRAVITATIONAL Geometrical Optics GRAVITATIONAL Aberration REFRACTION VERSUS Doppler Shift Two-Time VERSUS Two-space metrics SELF-ENERGY of a Test Particle
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Pattern Change of Urban Green Space in Beijing from 2000 to 2010 被引量:1
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作者 ZHANG Biao LI Qingxu +1 位作者 XIE Gaodi SHI Yunting 《Journal of Landscape Research》 2017年第4期67-73,80,共8页
With the rapid urbanization in Beijing, the vegetated surfaces have been increasingly replaced by impervious built surfaces. A clear recognition on the changes in green spaces pattern is vital for urban administrators... With the rapid urbanization in Beijing, the vegetated surfaces have been increasingly replaced by impervious built surfaces. A clear recognition on the changes in green spaces pattern is vital for urban administrators and planners to optimize the urban development areas and define the ecological protection red lines. Based on the SPOT images and field investigation data of urban green spaces within the sixth ring road of Beijing in 2000, 2005 and 2010, the study investigated the dynamic changes of urban green spaces in this area, by means of GIS techniques and landscape ecology methods. The results indicated that green spaces in Beijing have decreased by 207 km2 from 2000 to 2010 at the expense of agricultural lands and waters. Although there has been some increases in urban forests and grasslands, it cannot compensate the rapid decrease of urban green spaces. The land cover types conversion occurred mainly in the areas between the fifth and sixth ring roads while the zones encircled by the fourth ring road had a little change. In addition, landscape metrics such as number of patches(NP) and shape index(SHAPE) increased, but the mean nearest-neighbor distance(MNN), aggregation index(AI) and patch cohesion index(COHESION) decreased during the period of 2000-2010. Also green landscapes became considerably isolated and fragmented. The study disclosed the obvious changes of green space size, composition and layout in urban districts of Beijing City from 2000 to 2010, and highlighted that construction of urban green space should consider not only the geometric or aesthetic effect, but also the increase of vertical green volume and optimization of spatial layout to fully develop the ecological service functions of green spaces. 展开更多
关键词 Urban green space Landscape pattern metrics Land cover BEIJING
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Physics in Discrete Spaces: On Space-Time Organization
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作者 Pierre Peretto 《Journal of Modern Physics》 2014年第8期563-575,共13页
We see the whole universe as a collection of very simple binary physical systems. With this assumption, we put forward a detailed model of discrete spaces. Our own universe with its four dimensions, shared between one... We see the whole universe as a collection of very simple binary physical systems. With this assumption, we put forward a detailed model of discrete spaces. Our own universe with its four dimensions, shared between one time-like dimension and three space-like dimensions, as well as the Minkowski metrics, are emerging properties of the model. 展开更多
关键词 space-TIME Dimensions MINKOWSKI metrics KLEIN-GORDON Equation
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Δ-伪度量族与Menger概率度量空间
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作者 李君华 方锦暄 《南京师大学报(自然科学版)》 CAS CSCD 1998年第4期6-9,共4页
引进了Δ-伪度量族概念,研究了Menger概率度量空间与Δ-伪度量族生成空间的关系,证明了每个Menger概率度量空间(E,F,Δ)都可由E上的一个Δ-伪度量族{dλ}λ∈(0,1)所确定.
关键词 T-范数 Δ-伪度量族 概率度量空间 等距离量化
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从制图-监测-建模-管理视角谈对城市绿地量化研究的八点思考
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作者 陈斌 克里斯·韦伯斯特 +1 位作者 田乐(译) 王颖(译) 《景观设计学(中英文)》 CSCD 2022年第3期66-77,共12页
绿地是城市环境的重要组成部分,为我们的社会经济文化活动提供了可观的生态系统服务。既有研究已广泛采用众多旨在测度绿地供需关系,衡量可用性、可达性和可见度的指标,以从局地到区域尺度评估可持续发展目标的实现情况。本文中,作者总... 绿地是城市环境的重要组成部分,为我们的社会经济文化活动提供了可观的生态系统服务。既有研究已广泛采用众多旨在测度绿地供需关系,衡量可用性、可达性和可见度的指标,以从局地到区域尺度评估可持续发展目标的实现情况。本文中,作者总结了对城市绿地量化研究的八点思考,以期为景观设计和规划中的4M实践——制图(mapping)、监测(monitoring)、建模(modeling)和管理(management)——提供指导,并激发将数据驱动研究转化为科学干预措施的创新思维。八点思考包括:1)绿地制图应体现多属性概念模型表征,包括数量、质量、类型和结构;2)绿地制图的来源、手段和用途因定义、方法和尺度而异;3)城市绿地的质量和数量受季节性物候条件影响;4)绿地时空数据立方体将有助于实现对城市绿地变化的近实时监测;5)绿地覆盖率能够揭示绿地的供给情况,但绿地暴露度可通过建模的方式有效测度人口-绿地的供需关系;6)测量绿地暴露度时应考虑空间、时间和社会差异;7)在制定绿化优化方案时,景观设计师和规划师应考虑生物物理、生物多样性和健康效益;8)城市绿地管理策略应着眼长远。最后,本文提出,以数据科学为支撑的决策系统有助于指导和促进城市绿地4M实践。本文中的各项思考对城市绿地景观设计、规划和管理的研究、实践和理论探索有着广泛的意义,并共同构成了一套可指导科研人员、决策者和从业者制定城市绿地最佳4M实践战略的原则。 展开更多
关键词 城市绿地 量化指标 绿地供需 制图-监测-建模-管理框架 城市绿地正义
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