共查询到20条相似文献，搜索用时 46 毫秒
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基于概念分析的空间数据挖掘研究进展 总被引：1，自引：0，他引：1
空间数据挖掘的过程与空间概念形成和分析的过程密切相关.本文以空间数据中抽取出各层次、各粒度的概念为主线,以概念形成和分析的形式化理论--概念格和云模型为理论基础,总结了基于概念分析的空间数据挖掘方法及应用,包括概念格的空间关联规则挖掘方法及应用、概念格的概念聚类挖掘方法及应用、云模型的空间关联规则挖掘方法及应用、云模型的空间聚类/分类挖掘方法及应用等.概念格提供了一种形式化的概念描述和概念结构分析的理论和方法,云模型提供了一种综合处理模糊性、随机性以及二者之间关联性的不确定性理论和方法,利用概念格、云模型等形式化的理论和方法分析和描述空间数据挖掘过程中空间概念的形成、空间概念的结构关系、空间概念之间以及空间概念层次之间的不确定性是概念分析的空间数据挖掘研究的进一步的研究方向. 相似文献
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数据空间自相关性对关联规则的挖掘与实验分析 总被引：1，自引：0，他引：1
传统的空间关联规则挖掘,一般足使用属性关联规则的挖掘算法,对空间数据进行泛化处理,不考虑空间数据的空间自相关性,也没有考虑空间自相关与空间关联规则的关系.本文运用改进的Apriori算法对某一数据进行空间关联规则挖掘,并对同一数据进行空间自相关分析,比较两种方法反映的属性的相关性,探讨了数据的空间自相关性对空间关联规则... 相似文献
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关联规则和序列模式算法在入侵检测系统中的应用 总被引：7，自引：0，他引：7
将关联规则算法与序列模式算法应用于入侵检测系统中,介绍了将扩展的关联规则Apriori算法与序列模式GSP算法相结合,挖掘原始审计数据中频繁模式的过程,并实现了这两种算法在入侵检测中的应用. 相似文献
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数据挖掘中关联规则的探讨 总被引：15，自引：0，他引：15
王艳 《成都信息工程学院学报》2004,19(2):172-176
介绍了数据挖掘中关联规则的概念及经典的Apriori算法,以及在Apriori算法基础上的改进算法和数据挖掘的应用领域. 相似文献
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何利平 《广东海洋大学学报》2006,26(1):67-70
在对NCRE数据进行预处理的基础上,通过定义模糊事物数据库,将模糊集与经典关联规则算法结合起来,提出了一种模糊关联规则的数据挖掘算法,将其应用于NCRE数据分析,收到了较好的效果。 相似文献
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何利平 《广东海洋大学学报》2006,26(1):67-70
在对NCRE数据进行预处理的基础上。通过定义模糊事物数据库．将模糊集与经典关联规则算法结合起来，提出了一种模糊关联规则的数据挖掘算法，将其应用于NCRE数据分析，收到了较好的效果。 相似文献
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应用基于Apriori算法的关联规则挖掘技术对一次卷烟市场调查得到的数据进行分析，找出其中的关联规则，作为正确决策的基础。 相似文献
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地理国情普查和监测为基础地理信息的及时更新提供了持续、可靠的参考数据。本文针对地理国情普查监测成果应用和基础地理信息数据更新的实际需求,从数据转换、要素匹配、变化识别和增量更新等方面设计了基于地理国情数据的基础地理信息数据更新技术框架。针对要素相似性匹配和变化识别难题,从距离、面积和形状相似性等方面设计了面向几何要素匹配与变化识别的系列指标、算法和知识规则。研究成果在山东莱芜某地进行了应用。实验结果表明,本文设计的方法对变化要素的识别精度达96.6%,极大地提高了基础地理信息更新的工作效率。研究成果不仅为基础地理信息增量式更新提供了技术支撑,同时也将提高地理国情数据成果的应用价值。 相似文献
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地学关联规则与时空推理的渔业分析应用 总被引：1，自引：0，他引：1
在阐述地学关联规则背景的同时,对地学关联规则作了分类:即空间特征规则、空间区别规则、空间关联规则和时空关联规则。并给出了时空关联规则的数学定义,分析了各指标的意义和对规则提取的影响。进一步对地学关联规则所处理的数据抽象层次、地学数据维数、变量类别和空间配置四方面,进行了剖析和分类。基于规则中数据的抽象层次,将其分为单层关联规则和跨层关联规则;基于规则中涉及到的地学数据维数,将其分为单维关联规则和多维关联规则;基于规则中处理变量的类别,将其分为布尔型和数值型;基于空间配置,将其分为局部关联规则和邻域关联规则。最后,结合海洋渔业的实例,论述了关联规则在时空推理过程中的步骤和方法。 相似文献
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The ability of cell to modulate the fluidity of plasma membrane was crucial to the survival of microorganism at low temperature. Plasma membrane proteins, fatty acids and carotenoids profiles of Antarctic psychrophilc yeast Rhodotorula sp. NJ298 were investigated at -3 ℃, 0 ℃ and 8 ℃. The results showed that plasma membrane protein content was greater at -3 ℃ than that at 8 ℃, and a unique membrane polypeptide composition with an apparent molecular mass of 94.7 kDa was newly synthesized with SDS-PAGE analysis; GC analysis showed that the main changes of fatty acids were the percentage of unsaturated fatty acids (C18∶ 1 and C18∶ 2) and shorter chain saturated fatty acid (C10∶ 0) increased along with the decrease of the culture temperature from 8 ℃ to -3 ℃; HPLC analysis indicated that astaxanthin was the major functional carotenoids of the plasma membrane, percentage of which increased from 54.6±1.5% at 8 ℃ to 81.9±2.1% at -3 ℃. However the fluidity of plasma membrane which was determined by measuring fluorescence anisotropy was similar at -3 ℃, 0 ℃ and 8 ℃. Hence these changes in plasma membrane's characteristics were involved in the cellular cold-adaptation by which NJ298 could maintain normal plasma membrane fluidity at near-freezing temperature. 相似文献
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《极地研究(英文版)》2014,(4)
正1 Aims and Scope Advances in Polar Science(APS)is an international,peer-reviewed journal jointly sponsored by the Polar Research Institute of China and the Chinese Arctic and Antarctic Administration.APS is a comprehensive academic journal dedicated to presentation of multi-disciplinary achievements in Arctic and Antarctic expeditions and research.Its primary purpose 相似文献
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《中国海洋大学学报(英文版)》2014,(4)
<正>Copyright Submfnion of a roanusatpt inks:that the work described has not been published before(exoept In the form of an abstrW or as part of a published lecture,review,or thesis);that it is not under consideration for publication elsewhere that its publication has been approved by ail 相似文献
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《中国海洋大学学报(英文版)》2014,(6)
<正>The Journal of Ocean University of China(Oceanic and Coastal Sea Research)is a comprehensive academic quarterly sponsored by the Ocean University of China,published one volume per year.This journal is devoted to the publication of the theoretical and applied research results on oceanography and marine fisheries.The fieldcovered include the physical,chemical,biological,geo- 相似文献
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Massimo GRECO 《山地科学学报》2014,(6):1383-1384
<正>The 35th IAHR World Congress was held in Chengdu,China from September 8 to September 132013.The title of the conference was:"The Wise Finds Pleasure in Water:Meandering through Water Science and Engineering".During the congress,1239 papers were presented in 139sessions for oral presentations and 7 sessions for poster presentations.After the Congress,a Committee was appointed to select some of the best papers presented at the Congress for publication,after a 相似文献
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As an important component of the cryosphere,sea ice is very sensitive to the climate change.The study of the sea ice physics needs accurate sea ice thickness.This paper presents an electromagnetic-induction(EM) technique which can be used to measure the sea ice thickness distribution efficiently,and the successful application in Bothnian Bay.Based on the electromagnetic field theory and the electrical properties of sea ice and seawater,EM technique can detect the distance between the instrument and the ice/water interface accurately,than the sea ice thickness is obtained.Contrastive analysis of the apparent conductivity data obtained by EM and the value of drill-hole at same positions allows a construction of a transformable formula of the apparent conductivity to sea ice thickness.The verification of the sea ice thickness calculated by this formula indicates that EM technique is able to get reliable sea ice thickness with average relative error of only 12%.The statistic of all ice thickness profiles shows that the level ice distribution in Bothnian Bay was 0.4-0.6 m. 相似文献
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Based on the hydrographic data in austral summer during the 22nd Antarctic Expedition of China(2005/2006),some features can be found about the northern margin of Emery ice shelf as follows.The heat content in the surface layer(0-50 m) at the eastern end and the western end of the ice-shelf margin is much higher than that at the middle.The upper mixing-layer depth and the seasonal thermocline depth at the middle of the ice-shelf northern margin are much shallower than those at the both ends.However there is much less difference between the middle and the ends in the bottom layer.The remote sensing photos show that the inhomogeneity in the surface-layer water is closely related to the spatial distribution of the floes and polynia in the area. 相似文献
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Phylogenetic analysis based on 16S rDNA of 8 strains of cultivable bacteria isolated from Arctic sea-ice was studied.The results showed that strain BJ1 belonged to genus Planococcus,which was a genus of low mole percent G C gram-positive bacteria;strain BJ6 belonged to genus Burkholderia of β-proteobacteria and the rest 6 strain all belonged to γ-proteobacteria,of which strain BJ8 was a species of Pseudoalteromonas,strain BJ2-BJ5 and BJ7 were members of genus Psychrobacter.Phylogenetic analysis also indicated that bacteria of genus Psychrobacter of the isolates formed a relatively independent phylogenetic cluster in comparison with other bacteria belonged to genus Psychrobacter. 相似文献
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《极地研究(英文版)》2014,(3)
正1 Aims and Scope Advances in Polar Science(APS)is an international,peer-reviewed journal jointly sponsored by the Polar Research Institute of China and the Chinese Arctic and Antarctic Administration.APS is a comprchensive academic journal dedicated to presentation of multi-disciplinary achievements in Arctic and Antarctic expeditions and research.Its primary purpose is to publish achievements in fundamental research,applied 相似文献