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基于标记因果顺序挖掘的多标记分类方法 被引量:2
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作者 陈加略 姜远 《软件学报》 EI CSCD 北大核心 2022年第4期1267-1273,共7页
在多标记学习(MLL)问题中,每个示例都与一组标记相关联.为了实现对未见示例的高效预测,挖掘和利用标记之间的关系是至关重要的.大多数已有的研究都将关系简化为标记之间的相关性,而相关性又通常基于标记的共现性.揭示了因果关系对于描... 在多标记学习(MLL)问题中,每个示例都与一组标记相关联.为了实现对未见示例的高效预测,挖掘和利用标记之间的关系是至关重要的.大多数已有的研究都将关系简化为标记之间的相关性,而相关性又通常基于标记的共现性.揭示了因果关系对于描述一个标记在学习过程中如何帮助另一个标记更为重要.基于这一观察,提出了两种策略来从标记因果有向无环图(DAG)中生成标记的因果顺序,同时使得生成的因果顺序都遵循因标记应该在果标记之前的准则.第1种策略的主要思想是对随机顺序进行排序,使其满足DAG中的因果关系.而第2种策略的主要思想是根据DAG的结构,将标记放入许多不相交的拓扑层次中,再通过它们的拓扑结构进行排序.进一步,通过将因果顺序纳入到分类器链(CC)模型中,提出了一种有效的MLL方法,从而从更加本质的角度来利用标记关系.在多个数据集上的实验结果验证了该方法确实能够挖掘出有效的标记因果顺序,并帮助提升学习性能. 展开更多
关键词 标记学习 因果 标记顺序 有向无环图 分类器链
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活体顺序性荧光标记技术在实验性骨折愈合研究中的应用 被引量:4
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作者 李建福 李世荣 +1 位作者 郭霞 郑振耀 《中国实用美容整形外科杂志》 2005年第3期179-181,共3页
目的介绍实验性骨折愈合研究中活体顺序性荧光标记的技术与方法。方法以成年兔胫骨骨折外固定为模型,术后分别以Tetracydin(TC,黄色,25mg/kg)、Calcein(CG,绿色,10mg/kg)、Xylenal(XO,桔色,90mg/kg)、Alizarin-complen(AE,红色,30mg/kg... 目的介绍实验性骨折愈合研究中活体顺序性荧光标记的技术与方法。方法以成年兔胫骨骨折外固定为模型,术后分别以Tetracydin(TC,黄色,25mg/kg)、Calcein(CG,绿色,10mg/kg)、Xylenal(XO,桔色,90mg/kg)、Alizarin-complen(AE,红色,30mg/kg)四种荧光染料于兔颈部皮下定期注射;并于术后第3、6、12及24周活杀动物,解剖出胫骨,梯度乙醇脱水、脱脂,甲基丙烯酸甲脂包埋,切片厚度40~100μm,打磨,荧光显微镜下观察、摄像;同时通过组织学观察、X线摄片了解骨愈合速度与质量。结果顺序性荧光标记显示,加压组中钙化的内、外骨痂均于术后第2周出现于截骨处的远、近断端,但尚未形成骨性连接。亦无骨皮质的改建。外骨痂增生停止于术后12周,且骨皮质的改建至12周已渐减少,至术后24周已基本完成;对照组内骨痂于术后第3周出现于截骨处远、近断端,无钙化的外骨痂形成,亦无骨皮质的改建;外骨痂增生停止于术后12周,骨皮质改建至24周尚未完成,其结果与组织学观察、X线摄片具有一致性。结论活体顺序性荧光标记技术可以从细胞水平判断新骨的开始时间、骨生长速度及生长方向,并能节约实验动物数量,是实验性骨折愈合研究中较为理想的研究手段。 展开更多
关键词 实验性骨折 活体 顺序性荧光标记
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针对高分辨率遥感影像分割的改进连通域标记方法 被引量:7
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作者 王晶 张艳宁 +1 位作者 骆剑承 明冬萍 《计算机工程与应用》 CSCD 北大核心 2005年第10期37-39,112,共4页
针对高分辨率遥感影像信息量大的特点,提出一种新的连通域标记方法-包围判断式标记,快速完成对影像分割结果的连通域标记。尤其对分割结果中含有大面积连通分割子区域的情况,此方法能大大减少像素4-连通比较的次数,并且能在标记步骤有... 针对高分辨率遥感影像信息量大的特点,提出一种新的连通域标记方法-包围判断式标记,快速完成对影像分割结果的连通域标记。尤其对分割结果中含有大面积连通分割子区域的情况,此方法能大大减少像素4-连通比较的次数,并且能在标记步骤有效地去除部分无意义的分割小区域。复杂度分析和实验结果证明,包围判断式标记方法比传统的顺序式标记方法具有更高的运行效率,更能适应高分辨率遥感影像处理的要求。 展开更多
关键词 高分辨率遥感影像 连通区域标记 包围判断式标记 顺序标记
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Verification and fine-mapping of QTLs conferring days to flowering in soybean using residual heterozygous lines 被引量:6
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作者 SU ChengFu LU WeiGuo +1 位作者 ZHAO TuanJie GAI JunYi 《Chinese Science Bulletin》 SCIE EI CAS 2010年第6期499-508,共10页
The results of QTL mapping based on a primary mapping population should be further verified and refined for its real utilization in marker-assisted selection or map-based cloning.The primary mapping population contain... The results of QTL mapping based on a primary mapping population should be further verified and refined for its real utilization in marker-assisted selection or map-based cloning.The primary mapping population contains 114 BC1F1 plants of the backcross between Essex (maturity group V,MG V) as the donor parent and ZDD2315 (MG II) as the recurrent parent.In this study,a genetic linkage map with 250 SSR markers spanning a total length of 2963.5 cM on 25 linkage groups (LG) was constructed using software MAPMAKER3.0.Six kinds of genetic statistical models of 4 softwares,i.e.WinQTL Cartographer Version 2.5,IciMapping Version 2.0,MapQTL Version 5.0 and QTLnetwork Version 2.0,were used to map QTLs conferring days to flowering of the BC1F3 lines.Nine QTLs were mapped on 6 different linkage groups (LG).Of those,6 QTLs were detected by at least two different genetic statistical models,while the other three were detected by only one procedure.Among the three QTLs,Flwdt7 was mapped between Sat_213 and Satt643 on LG C2 with only 11.0% contribution rate.For confirmation of Flwdt7,5 RHL populations were developed through selfing eight BC1F5 plants heterozygous at seven markers around the locus.The RHL populations with the same segregating loci were bulked and used to construct a secondary linkage map of the specific segment using software JoinMap 3.0.The genetic distances among the markers on the specific segment became shorter than those of the whole genome map.On the secondary map,Flwdt7 was mapped between Satt277 and Satt489,next to its primary interval Sat_213-Satt643,with distance 1.40 cM to Satt277 and 0.45 cM to Satt489,confidence interval narrowed to 2.7 cM,and contribution rate increased to 36.8%.The results were confirmed with significance analysis among marker genotypes on individual loci and comparison analysis of target marker intervals among near isogenic lines (plants).Thus the strategy by using residual heterozygous lines for QTL fine-mapping on target segments based on primary whole genome scanning with multiple mapping models was demonstrated to be effective. 展开更多
关键词 大豆 回交线 RHL (剩余异质接合的线) SSR (简单顺序重复) 标记 flowering 日期 QTL 好印射
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Assessment of genetic diversity by simple sequence repeat markers among forty elite varieties in the germplasm for malting barley breeding 被引量:5
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作者 Jun-mei WANG Jian-ming YANG Jing-huan ZHU Qiao-jun JIA Yue-zhi TAO 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2010年第10期792-800,共9页
The genetic diversity and relationship among 40 elite barley varieties were analyzed based on simple sequence repeat (SSR) genotyping data. The amplified fragments from SSR primers were highly polymorphic in the bad... The genetic diversity and relationship among 40 elite barley varieties were analyzed based on simple sequence repeat (SSR) genotyping data. The amplified fragments from SSR primers were highly polymorphic in the badey accessions investigated. A total of 85 alleles were detected at 35 SSR loci, and allelic variations existed at 29 SSR loci. The allele number per locus ranged from 1 to 5 with an average of 2.4 alleles per locus detected from the 40 badey accessions. A cluster analysis based on the genetic similarity coefficients was conducted and the 40 varieties were classified into two groups. Seven malting barley varieties from China fell into the same subgroup. It was found that the genetic diversity within the Chinese malting barley varieties was narrower than that in other barley germplasm sources, suggesting the importance and feasibility of introducing elite genotypes from different origins for malting barley breeding in China. 展开更多
关键词 Barley (Hordeum vu/gare L.) Genetic similarity Simple sequence repeat (SSR) marker Cluster analysis Genetic diversity
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