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基于GPU的多数据流相关系数并行计算方法研究 被引量:2
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作者 周勇 王皓 +1 位作者 程春田 郭禾 《计算机应用研究》 CSCD 北大核心 2010年第4期1232-1235,共4页
为了满足多数据流处理的实时性需求,提出一种跨PCIE总线的四层滑动窗口模型和基于图形处理器的多数据流并行处理框架模型,在此框架模型下可以并行维护数量巨大的滑动实时多数据流统计信息,同时采用精确方法并行计算多数据流间任意两条... 为了满足多数据流处理的实时性需求,提出一种跨PCIE总线的四层滑动窗口模型和基于图形处理器的多数据流并行处理框架模型,在此框架模型下可以并行维护数量巨大的滑动实时多数据流统计信息,同时采用精确方法并行计算多数据流间任意两条的相关系数。通过对比在同样的实验环境下只使用CPU的计算处理方法,验证了新方法的实时计算性能具有显著的提高。 展开更多
关键词 数据 滑动多数据相关系数 图形处理器 数据流并行计算模型 空间复杂度降载
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两类分析相关数据的Logistic回归模型 被引量:7
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作者 王全众 《统计研究》 CSSCI 北大核心 2007年第2期81-83,共3页
本文主要结合具体例子,针对具有相关关系的分类数据的统计分析,介绍了两类Logistic回归模型,并分析了它们的联系与区别。
关键词 相关关系数据 边际Logstic回归模型 随机效应的Logistic 回归模型
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面向不同数据分布的多维直方图算法COCA-Hist 被引量:4
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作者 曹巍 王珊 +1 位作者 覃雄派 王秋月 《计算机学报》 EI CSCD 北大核心 2008年第6期1013-1024,共12页
基于代价的RDBMS优化器需要对含有范围查询的合取谓词的结果集基数进行准确的估计,多维直方图对多维数据分布进行模拟,避免在估计结果集基数时采用数据独立性假设,造成估计误差过大,进而导致选择非优化的查询执行计划.在不同的数据分布... 基于代价的RDBMS优化器需要对含有范围查询的合取谓词的结果集基数进行准确的估计,多维直方图对多维数据分布进行模拟,避免在估计结果集基数时采用数据独立性假设,造成估计误差过大,进而导致选择非优化的查询执行计划.在不同的数据分布情况下,传统的多维直方图(如MHist-2)效果有很大不同.数据相关系数和值域密度、值域参数是准确刻画多维数据分布的有效指标,文中提出了根据不同的指标采用不同的动态优化的多维直方图算法COCA-Hist,可以大大改善传统多维直方图在平均情况下的准确性.通过分析传统的多维直方图的最坏情况,COCA-Hist的改进算法可以改进传统的多维直方图在最坏情况下的准确性.实验比较了COCA-Hist和传统的多维直方图MHist-2以及GENHist和STHoles的准确性和时间效率.实验显示无论在平均情况下还是在最坏情况下COCA-Hist的改进算法均优于传统的MHist-2直方图,并且COCA-Hist的准确性和创建时间均比GENHist有极大的改善,在准确性方面COCA-Hist较优于STHoles,而在空间预算有限时STHoles的创建时间比COCA-Hist高两个数量级. 展开更多
关键词 多维直方图 数据相关系数 值域密度 值域参数 属性值平均跨度
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介绍几宗水下灌注桩的工程质量事故兼论桩的承载力分析
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作者 冼伟华 《广东土木与建筑》 1994年第4期30-38,共9页
水下灌柱桩的承载能力与施工时成桩的质量有十分重要的关系,这是众所周知的,成桩质量主要体现在孔底沉渣是否清理干净,以及桩身砼的质量是否均匀且达到设计要求。 最近,我市连续几个工地出现了水下灌注质量事故,在四个工程抽取的八根桩... 水下灌柱桩的承载能力与施工时成桩的质量有十分重要的关系,这是众所周知的,成桩质量主要体现在孔底沉渣是否清理干净,以及桩身砼的质量是否均匀且达到设计要求。 最近,我市连续几个工地出现了水下灌注质量事故,在四个工程抽取的八根桩作静载试验均未达到规定的试验荷载就破坏,见下表所列: 展开更多
关键词 水下灌注桩 桩尖 桩的承载力 工程质量事故 轴心压力 回弹计 长桩 压应变 数据相关关系 根桩
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Generalized bounds on the partial periodic correlation of complex roots of unity sequence set
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作者 Li-fang FENG 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2008年第2期207-210,共4页
In this paper,the generalized bounds are derived on the partial periodic correlation of complex roots of unity sequence set with zero or low correlation zone(ZCZ/LCZ)as the important criteria of the sequence design an... In this paper,the generalized bounds are derived on the partial periodic correlation of complex roots of unity sequence set with zero or low correlation zone(ZCZ/LCZ)as the important criteria of the sequence design and application.The derived bounds are with respect to family size,subsequence length,maximum partial autocorrelation sidelobe,maximum partial cross-correlation value and the ZCZ/LCZ.The results show that the derived bounds include the previous periodic bounds,such as Sarwate bound,Welch bound,Peng-Fan bound and Paterson-Lothian bound,as special cases. 展开更多
关键词 Partial correlation Zero correlation zone (ZCZ) Low correlation zone (LCZ) CDMA
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An Improved Direction Relation Detection Model for Spatial Objects
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作者 FENGYucai YIBaolin 《Geo-Spatial Information Science》 2004年第4期297-302,共6页
Direction is a common spatial concept that is used in our daily life. It is frequently used as a selection condition in spatial queries. As a result, it is important for spatial databases to provide a mechanism for mo... Direction is a common spatial concept that is used in our daily life. It is frequently used as a selection condition in spatial queries. As a result, it is important for spatial databases to provide a mechanism for modeling and processing direction queries and reasoning. Depending on the direction relation matrix, an inverted direction relation matrix and the concept of direction pre- dominance are proposed to improve the detection of direction relation between objects. Direction predicates of spatial systems are also extended. These techniques can improve the veracity of direction queries and reasoning. Experiments show excellent efficiency and performance in view of direction queries. 展开更多
关键词 spatial databases geographic information systemst direction relations direction relation matrix
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Customer Loyalty: An Empirical Study on Italian E-commerce Websites
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作者 Adinolfi Raffaele Troisi Orlando 《Chinese Business Review》 2014年第6期388-398,共11页
In contemporary entrepreneurial environment based on customer retention, the growth of the internet has pushed the most dynamic businesses to compete in the electronic market. In literature, there are many studies sho... In contemporary entrepreneurial environment based on customer retention, the growth of the internet has pushed the most dynamic businesses to compete in the electronic market. In literature, there are many studies showing how a company's brand affects customer loyalty. Less attention has been paid to the relationship between e-commerce website loyalty and e-customer loyalty. This paper can be included in a stream of research that applies the construct of loyalty to e-commerce. Thus, this study aims to analyze, within the electronic market, the elements influencing and determining the trust and loyalty of the e-customers. This research consists of a descriptive study carried out utilizing the survey method. The population in this study includes 421 e-customers of Italian online multi-brand portals. The instrument of data gathering was a web-questionnaire and the data analysis was based on regression. Findings show a positive relationship between three factors (website technological level, e-service quality, and brand) and e-customer trust. Furthermore, the correlation, among the three variables, trust as mediating variable, and e-customer's loyalty, has been revealed. Therefore, it can be basically assumed that trust builds e-customer loyalty. 展开更多
关键词 customer loyalty E-COMMERCE BRAND TRUST
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