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分离样本与复合样本统计证据推断的一致性 被引量:1
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作者 王先甲 匡小新 冯尚友 《控制与决策》 EI CSCD 北大核心 1996年第6期662-666,共5页
证据理论是不确定性推断的重要方法。在统计证据推断中,遗留了近二十年的分离样本观测证据支持函数的合成结果与复合样本观测证据支持函数的一致性的问题,部分地得到了解决,对容量为2的样本观测证据情况,提出了使其具有一致性的充... 证据理论是不确定性推断的重要方法。在统计证据推断中,遗留了近二十年的分离样本观测证据支持函数的合成结果与复合样本观测证据支持函数的一致性的问题,部分地得到了解决,对容量为2的样本观测证据情况,提出了使其具有一致性的充分必要条件,并给出了这一条件的几何解释。 展开更多
关键词 统计证据推断 分离样本 复合样本 抽样
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基于统计证据的半监督多分类器融合方法 被引量:2
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作者 孔志周 蔡自兴 《控制与决策》 EI CSCD 北大核心 2011年第11期1616-1620,共5页
针对半监督学习中未标记示例导致性能下降的问题,提出一种新的协同训练算法LDL-tri-training.首先通过最小显著性差异(LSD)假设检验方法使得3个成员分类器两两之间具有显著性差异;然后采用D-S证据理论提高标注的稳定性;最后利用局部异... 针对半监督学习中未标记示例导致性能下降的问题,提出一种新的协同训练算法LDL-tri-training.首先通过最小显著性差异(LSD)假设检验方法使得3个成员分类器两两之间具有显著性差异;然后采用D-S证据理论提高标注的稳定性;最后利用局部异常因子检测算法剔除误标记的噪声样本.实验表明,与其他方法相比,LDL-tri-training算法具有较高的分类精度和稳定性. 展开更多
关键词 半监督 协同训练 最小显著性差异 统计证据 局部异常因子检测算法
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基于深度支持证据统计的轴承运行可靠性评估 被引量:1
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作者 肖文荣 陈法法 陈保家 《振动与冲击》 EI CSCD 北大核心 2022年第5期60-66,共7页
某台具体设备的运行可靠性评估是"个性"问题。基于设备运行数据大而丰富的特点,从证据论的观点出发,结合深度卷积自编码器,提出了一种深度支持证据统计方法,以实现无失效样本信息或缺乏分布函数等相关先验知识时的轴承运行可... 某台具体设备的运行可靠性评估是"个性"问题。基于设备运行数据大而丰富的特点,从证据论的观点出发,结合深度卷积自编码器,提出了一种深度支持证据统计方法,以实现无失效样本信息或缺乏分布函数等相关先验知识时的轴承运行可靠性评估。在传统的证据或特征获取过程中需要大量的人工干预或先验知识,利用深度卷积稀疏自编码器以实现证据的自动获取,借助支持向量数据描述的思想,通过统计比较标定与过程证据间的动态变化过程,最终完成某台具体设备的运行可靠性评估。随后通过航空轴承试验对提出的方法进行了验证,结果表明运用该方法得到的可靠度,能较好的反映轴承运行可靠性的"个性"。 展开更多
关键词 运行可靠性 轴承 支持证据统计(SES) 卷积自编码器
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基于信息融合技术的提升机控制系统故障诊断方法的研究 被引量:2
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作者 王新 王志珍 《煤矿机电》 2007年第2期16-18,共3页
针对提升机控制系统故障诊断方法存在的局限性,提出了一种基于多传感器信息融合的智能故障诊断方法。该方法采用D-S证据理论决策级融合进行故障识别,利用统计证据获得Mass函数。通过一实例论证了在提升机控制系统故障诊断中,采用此方法... 针对提升机控制系统故障诊断方法存在的局限性,提出了一种基于多传感器信息融合的智能故障诊断方法。该方法采用D-S证据理论决策级融合进行故障识别,利用统计证据获得Mass函数。通过一实例论证了在提升机控制系统故障诊断中,采用此方法比单传感器信息故障诊断方法更具准确性和可靠性。 展开更多
关键词 信息融合 故障诊断 统计证据 MASS函数
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Quantitative study on the urban fresh water consumption since Chinese rapid urbanization 被引量:1
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作者 Zhu Peng Zhang Lei 《Ecological Economy》 2009年第2期195-204,共10页
The development of urbanization has a close relationship with fresh water resources, especially in the rapid urbanization period. By analyzing the course of the urhanization development and the experience of internati... The development of urbanization has a close relationship with fresh water resources, especially in the rapid urbanization period. By analyzing the course of the urhanization development and the experience of international urbanization development, the paper confirms the starting time of the rapid urbanization. Based on the ecotogical theory; urban fresh water consumption is composed of three types: the direct, the indirect and the induced water consumption. And the paper constructs calculation model of the indirect and the induced water consumption. Using the related statistics data, the paper makes an empirical research on the changes of the amount and structure of water consumption. Then it discusses the correlation between the water consumption and the amount of urban population, and the result shows that the amount of the water consumption arid the urban population have a remarkable correlation with the exception of the amount of the indirect water consumption, and the curves fake on quadratic functian form. Last, from the urban fimction point of view; the paper anatomizes the cause of the urban water consumption changes. 展开更多
关键词 Rapid urbanization Fresh water consumption Direct water consumption Indirect water consumption Induced water consumption
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The Demographic Impact on Credit Scores" Evidence From Statistical Methods and Geographic Information Systems (GIS) Mapping 被引量:1
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作者 Anna E. Newman Joseph A. Newman 《Journal of Modern Accounting and Auditing》 2013年第11期1497-1506,共10页
Average credit scores for people in the United States (US) differ from state to state. Some states have high, and some states have low average credit scores. Since lenders and employers use credit scores to make loa... Average credit scores for people in the United States (US) differ from state to state. Some states have high, and some states have low average credit scores. Since lenders and employers use credit scores to make loan and employment decisions, people living in states where average credit scores are high should experience the benefits of living where credit scores tend to allow more favorable loan and employment decisions. Although credit scores are the direct result of credit histories, credit histories may be impacted by demographic factors. If the demographic factors that impact credit histories are identified, ways to improve credit scores are likely to be discovered and available to people and state government policymakers. This study looks for demographic factors to indirectly explain the average credit scores for people living in each state of the US. The methodology includes statistical analyses and geographic information systems (GIS) mapping. Statistical analyses provide evidence to suggest that state average credit scores are explained by the demographic factors of education, family, income, and health. GIS mapping reveals clusters of states with similar demographics and credit scores. 展开更多
关键词 credit scores demographics geographic information systems (GIS) mapping
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The Empirical Analysis of the Impacts of Income Distribution Gap on Consumption Demand:Based on the Statistic Data of Chinese Urban Residents in 2000-2010
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作者 Qian Long Zhao Yong Zhong Sheng 《Chinese Journal of Population,Resources and Environment》 2012年第4期116-120,共5页
This paper analyzes the impact of income distribution gap on consumption demand from a theoretical view,and draws the conclusion that there is an inverse relationship between income distribution gap and consumption de... This paper analyzes the impact of income distribution gap on consumption demand from a theoretical view,and draws the conclusion that there is an inverse relationship between income distribution gap and consumption demand.Then,the paper finds that the existing widening income distribution gap in China has a negative impact on consumption demand,but this is not the key factor for the insufficient consumption demand because of the low level of per capital income.At last,it suggests that governments should improve the income level of entire residents and adjust income distribution structure simultaneously. 展开更多
关键词 income distribution gap consumption demand elas- ticity coefficient substitution effects
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An Interactive Model for Analyzing the Development of the Communication Discipline: Israel as a Case Study
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作者 Anat First Hanna Adoni 《Journalism and Mass Communication》 2015年第7期324-340,共17页
Our paper presents an interactive four-dimensional model for studying the long- and short-term development of the communication discipline with Israel serving as a case study: institutional-contextual, institutional-... Our paper presents an interactive four-dimensional model for studying the long- and short-term development of the communication discipline with Israel serving as a case study: institutional-contextual, institutional-in-field, intellectual-contextual, and intellectual-in-field. Our empirical analysis utilized personal interviews, archive documents, and statistical data. Four main processes were discerned: transition from integration to alienation between institutions of higher learning and the larger political and ideological context; a shift from Hebrew University Institute of Communication's institutional monopoly to a multiplicity of increasingly competitive communication schools/departments; transition from intellectual hegemony to limited intellectual diversity; and gradually improving status for the communication field among social science disciplines. Our case-study analysis validated the interactive relationship among the model's conceptual dimensions, calling for future cross-national comparisons. 展开更多
关键词 development of communication discipline interactive model conceptual dimensions limited intellectual diversity communication field in Israel
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Digital Forensic Analysis on Runtime Instruction Flow
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作者 Li Juanru Gu Dawu Deng Chaoguo Luo Yuhao 《China Communications》 SCIE CSCD 2010年第6期112-119,共8页
Computer system's runtime information is an essential part of the digital evidence. Current digital forensic approaches mainly focus on memory and I/O data, while the runtime instructions from processes are often ign... Computer system's runtime information is an essential part of the digital evidence. Current digital forensic approaches mainly focus on memory and I/O data, while the runtime instructions from processes are often ignored. We present a novel approach on runtime instruction forensic analysis and have developed a forensic system which collects instruction flow and extracts digital evidence. The system is based on whole-system emulation technique and analysts are allowed to define analysis strategy to improve analysis efficiency and reduce overhead. This forensic approach and system are applicable to binary code analysis, information retrieval and matware forensics. 展开更多
关键词 digital forensics dynamic analysis instruction flow virtual machine EMULATION
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A New Multi-platform Data Acquisition System for Power Quality Metrological Certification
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作者 Maurizio Caciotta Stefano Di Pasquale Sabino Giametti Fabio Leccese Daniele Trinca 《Journal of Energy and Power Engineering》 2014年第7期1279-1285,共7页
In order to provide power quality monitoring activities with metrological certification, a DAS (data acquisition system) has been designed, realized and characterized. The system allows acquisition on tri-phases plu... In order to provide power quality monitoring activities with metrological certification, a DAS (data acquisition system) has been designed, realized and characterized. The system allows acquisition on tri-phases plus neutral lines picking up 499 samples per period of the fundamental at 50 Hz. To ensure certified measurements, the system gets external certified time and voltage references. The system uses a FTDI Virtual Com Port Driver to communicate data over High Speed RS232 virtual interface and it does not need any advanced programming skill. The choice to use a virtual serial communication makes the data acquisition software portable over many platforms, regardless by the development environment and by the programming language. To test the proposed device some custom software have been written in many programming language (C^#, VB6, LabView, MatLab), moreover in order to characterize the device the most common ADC (analog to digital converter) performing test have been applied. 展开更多
关键词 Power quality acquisition card multi-platform system.
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用数字证明:从周文斌案的概率分析说起 被引量:12
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作者 梁权赠 《证据科学》 CSSCI 2015年第4期475-484,共10页
数学在司法证明中的应用将有两个截然不同的走向:一方面,司法鉴定领域会不断涌现像DNA证据一样的统计概率证据,越来越多的科学证据将借助似然率的形式表征其证明力;另一方面,整合多项证据进行事实认定只能由人来完成,事实认定的人工智... 数学在司法证明中的应用将有两个截然不同的走向:一方面,司法鉴定领域会不断涌现像DNA证据一样的统计概率证据,越来越多的科学证据将借助似然率的形式表征其证明力;另一方面,整合多项证据进行事实认定只能由人来完成,事实认定的人工智能化不可能实现。后者原因有事实认定过程复杂,数学推理难以模拟;数学推理并非司法证明思维的"母语",而是一门需要翻译的"外语";在数学推理中,"量"上的运算会模糊、混淆乃至掩盖"质"上的差别。 展开更多
关键词 数字证明 周文斌案 概率分析 统计概率证据
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