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基于改进FP-growth的海上群目标挖掘
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作者 岳建成 王玉玫 +1 位作者 吴亚非 臧义华 《计算机与现代化》 2022年第2期33-37,共5页
海上目标状态呈现复杂多变的形势,须快速挖掘海上船舶的群组信息,以掌握海上目标态势。本文使用改进的FP-growth算法对海上船舶进行数据挖掘,使用基于时空分割的方法划分目标区域,挖掘频繁项集。首先清洗原始数据得到有效数据;其次使用... 海上目标状态呈现复杂多变的形势,须快速挖掘海上船舶的群组信息,以掌握海上目标态势。本文使用改进的FP-growth算法对海上船舶进行数据挖掘,使用基于时空分割的方法划分目标区域,挖掘频繁项集。首先清洗原始数据得到有效数据;其次使用线性插值方法处理船舶的轨迹方便后续计算;然后使用FP-growth算法,构建生成FP-tree;最后得到频繁项集,挖掘海上船舶群组信息。针对基于项集划分关联分析查找效率低的问题,本文使用基于Hash表拆分数据库和结点交换的方法挖掘频繁项集,在内存占用和时间消耗两方面比较算法的效率。使用AIS数据集进行验证,在给定的置信度和支持度下挖掘目标群组信息,验证改进算法的高效率。 展开更多
关键词 FP-GROWTH算法 海上群目标 时空数据 HASH表 结点交换
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Composition Dependent Magnetic Coupling in Fe-Cr Alloy Cluster Arrays 被引量:1
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作者 Zhong-qi Xu Chang Liu +2 位作者 Wei-feng Luo Fei Liu Min Han 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2019年第2期253-258,I0003,共7页
Dense arrays of Fe-Cr alloy clusters with different Cr ratios were fabricated by gas-phase cluster beam deposition. The complex multiphase structure and various coupling effects in the cluster arrays were studied. A l... Dense arrays of Fe-Cr alloy clusters with different Cr ratios were fabricated by gas-phase cluster beam deposition. The complex multiphase structure and various coupling effects in the cluster arrays were studied. A lattice mismatched tetragonal-like morphology of the Fe-Cr alloy cluster was observed at large Cr ratio. An exchange bias effect was observed and was shown to be dependent on the proportion of the Cr components in the alloy. With the increase of the Cr composition, the exchange bias field became smaller and stronger dipolar interactions between the clusters developed. Residual coercivity and magnetization, which were more remarkable in the tetragonal-like clusters, were observed above the ferromagnetic-superparamagnetic transition temperature. The experimental results of the coercive field and the bias field at different temperatures demonstrated that the tetragonal-like clusters had better thermal stability and greater anisotropy. 展开更多
关键词 Fe-Cr alloy Cluster arrays Tetragonal-like phase Exchange interaction
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A Load-Balanced Crosspoint-Queued Switch Fabric
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作者 徐宁 余少华 《China Communications》 SCIE CSCD 2013年第2期134-142,共9页
The fast growth of Internet has cre-ated the need for high-speed switches. Re-cently, the crosspoint-queue switch has at-tracted attention because of its scalability and high performance. However, the Cross-point-Queu... The fast growth of Internet has cre-ated the need for high-speed switches. Re-cently, the crosspoint-queue switch has at-tracted attention because of its scalability and high performance. However, the Cross-point-Queue switch does not perform well under non-uniform traffic. To overcome this limitation, the Load-Balanced Cross-point-Queued switch architecture has been proposed. In this architecture, a load-balance stage is placed ahead of the Cross-point-Queued stage. The load-balance stage transforms the incoming non-uniform traffic into nearly uniform traffic at the input port of the second stage. To avoid out-of-order cells, this stage employs flow-based queues in each crosspoint buffer. Analysis and simulation results reveal that under non-uniform traffic, this new switch architecture achieves a delay performance similar to that of the Out-put-Queued switch without the need for inter- nal acceleration. In addition, its throughput is much better than that of the pure cross- point-queued switch. Finally, it can achieve the same packet loss rate as the cross- point-queue switch, while using a buffer size that is only 65% of that used by the cross- point-queue switch. 展开更多
关键词 switch fabric load-balanced crosspoint-queued CROSSBAR
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Excellent photothermal conversion of core/shell CdSe/ Bi2Se3 quantum dots 被引量:3
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作者 Guo Zhi Jia Wen Kai Lou +5 位作者 Fang Cheng Xiong Long Wang Jiang Hong Yao Ning Dai Hai Qing Lin Kai Chang 《Nano Research》 SCIE EI CAS CSCD 2015年第5期1443-1453,共11页
Water-dispersed CdSe/Bi2Se3 core/shell QDs with a photothermal conversion coefficient of 27.09% have been synthesized by a cation exchange reaction. The microstructure and crystal structure of the QDs, which were conf... Water-dispersed CdSe/Bi2Se3 core/shell QDs with a photothermal conversion coefficient of 27.09% have been synthesized by a cation exchange reaction. The microstructure and crystal structure of the QDs, which were confirmed by TEM and XRD, showed that partial cation exchange occurred inside the CdSe QDs. Two main mechanisms are responsible for the excellent photothermal conversion: inhibition of radiative recombination of carriers due to the formation of type-II semiconductor heterostructures, and the large surface-to-volume ratio of the QDs. Photothermal conversion experiments indicated that the CdSe/Bi2Se3 QDs showed high photothermal conversion efficiency and excellent NIR photostability. 展开更多
关键词 cation exchange quantum dots PHOTOTHERMAL type-II heterostructure CdSe/Bi2Se3
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