针对单一最小支持度挖掘关联规则不能反应不同数据项出现频度与性质的问题,提出了一个基于频繁模式树的多重支持度关联规则挖掘算法MSDMFIA(Multiple minimum Supports for Discover Maximum Fre-quent Item sets Algorithm),根据不同...针对单一最小支持度挖掘关联规则不能反应不同数据项出现频度与性质的问题,提出了一个基于频繁模式树的多重支持度关联规则挖掘算法MSDMFIA(Multiple minimum Supports for Discover Maximum Fre-quent Item sets Algorithm),根据不同数据项的特点定义多重支持度,通过挖掘数据库中的最大频繁项目集,计算最大频繁候选项目集在数据库中的支持度来发现关联规则.该算法可以解决关联规则挖掘中经常出现的稀少数据项问题,并解决了传统的关联规则挖掘算法中的生成频繁候选集和多次扫描数据库的性能瓶颈.实验结果表明,本文提出的算法在功能和性能方面均优于已有算法.展开更多
In the applications of primary spectrum pyrometry,based on the dynamic range and the minimum sensibility of the sensor,the application issues,such as the measurement range and the measurement partition,were investigat...In the applications of primary spectrum pyrometry,based on the dynamic range and the minimum sensibility of the sensor,the application issues,such as the measurement range and the measurement partition,were investigated through theoretical analyses. For a developed primary spectrum pyrometer,the theoretical predictions of measurement range and the distributions of measurement partition were presented through numerical simulations. And the measurement experiments of high-temperature blackbody and standard temperature lamp were processed to further verify the above theoretical analyses and numerical results. Therefore the research in the paper provides the helpful supports for the applications of primary spectrum pyrometer and other radiation pyrometers.展开更多
文摘针对单一最小支持度挖掘关联规则不能反应不同数据项出现频度与性质的问题,提出了一个基于频繁模式树的多重支持度关联规则挖掘算法MSDMFIA(Multiple minimum Supports for Discover Maximum Fre-quent Item sets Algorithm),根据不同数据项的特点定义多重支持度,通过挖掘数据库中的最大频繁项目集,计算最大频繁候选项目集在数据库中的支持度来发现关联规则.该算法可以解决关联规则挖掘中经常出现的稀少数据项问题,并解决了传统的关联规则挖掘算法中的生成频繁候选集和多次扫描数据库的性能瓶颈.实验结果表明,本文提出的算法在功能和性能方面均优于已有算法.
基金Supported by the National Natural Science Foundation of China (Grant Nos. 50606033 and 50674079)
文摘In the applications of primary spectrum pyrometry,based on the dynamic range and the minimum sensibility of the sensor,the application issues,such as the measurement range and the measurement partition,were investigated through theoretical analyses. For a developed primary spectrum pyrometer,the theoretical predictions of measurement range and the distributions of measurement partition were presented through numerical simulations. And the measurement experiments of high-temperature blackbody and standard temperature lamp were processed to further verify the above theoretical analyses and numerical results. Therefore the research in the paper provides the helpful supports for the applications of primary spectrum pyrometer and other radiation pyrometers.