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ECOC多类分类中基分类器non-competence问题研究 被引量:1
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作者 雷蕾 王晓丹 +1 位作者 权文 罗玺 《系统工程与电子技术》 EI CSCD 北大核心 2017年第12期2637-2645,共9页
在纠错输出编码(error-correcting output code,ECOC)多类分类中,当待识别样本的真实类别不属于对应二类子类划分时,训练得到的基分类器将不具备对此类样本进行分类的能力,此时的基分类器在解码融合时面临着non-competence问题。如何衡... 在纠错输出编码(error-correcting output code,ECOC)多类分类中,当待识别样本的真实类别不属于对应二类子类划分时,训练得到的基分类器将不具备对此类样本进行分类的能力,此时的基分类器在解码融合时面临着non-competence问题。如何衡量基分类器是否具备对样本的分类能力,以及如果不具备,如何减少此种情况下对分类效果的影响是基于ECOC多类分类面临的新问题。针对解码框架中non-competent基分类器的分类融合问题,提出一种基于基分类器对样本是否具有分类能力的加权解码方法。该方法利用支持向量数据描述衡量待识别样本与各划分子类之间的距离,同时利用加权解码,通过对基分类器权重的学习,进而增强对类别拥有分类能力的基分类器的影响,减少不具备分类能力的基分类器产生的误差。基于UCI数据集的实验表明所提方法的有效性和实用性。 展开更多
关键词 多类分类 纠错输出编码 分类能力 支持向量数据描述
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中国特色城市化进程中旅游与城市发展的融合 被引量:2
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作者 赵洋 雷磊 俞培果 《湖北农业科学》 2019年第19期32-36,共5页
对中国内地1997—2012年城市化率、国内旅游收入、国际旅游外汇收入的数据进行分析,结果表明,旅游发展与城市化是双向互动关系;旅游发展与城市化之间存在双向因果关系,但不同省市这种双向因果关系的显著性不同,其变化规律揭示出影响互... 对中国内地1997—2012年城市化率、国内旅游收入、国际旅游外汇收入的数据进行分析,结果表明,旅游发展与城市化是双向互动关系;旅游发展与城市化之间存在双向因果关系,但不同省市这种双向因果关系的显著性不同,其变化规律揭示出影响互动的其他条件因素在发挥作用。通过发展旅游促进城市化是一种可行的政策选择。 展开更多
关键词 旅游发展 城市化 互动与融合
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Enhancement of human ACAT1 gene expression to promote the macrophage-derived foam cell formation by dexamethasone 被引量:25
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作者 LiYANG JinBoYANG +8 位作者 JiaCHEN GuangYaoYU PeiZHOU leilei ZhenZhenWANG CatherineCYCHANG XinYingYANG TaYuanCHANG BoLiangLI 《Cell Research》 SCIE CAS CSCD 2004年第4期315-323,共9页
In macrophages, the accumulation of cholesteryl esters synthesized by the activated acyl-coenzyme A:cholesterol acyltransferase-1 (ACAT1) results in the foam cell formation, a hallmark of early atherosclerotic lesions... In macrophages, the accumulation of cholesteryl esters synthesized by the activated acyl-coenzyme A:cholesterol acyltransferase-1 (ACAT1) results in the foam cell formation, a hallmark of early atherosclerotic lesions. In this study, with the treatment of a glucocorticoid hormone dexamethasone (Dex), lipid staining results clearly showed the large accumulation of lipid droplets containing cholesteryl esters in THP-1-derived macrophages exposed to lower concentration of the oxidized low-density lipoprotein (ox-LDL). More notably, when treated together with specific anti-ACAT inhibitors, the abundant cholesteryl ester accumulation was markedly diminished in THP-1-derived macrophages, confirming that ACAT is the key enzyme responsible for intracellular cholesteryl ester synthesis. RT-PCR and Western blot results indicated that Dex caused up-regulation of human ACAT1 expression at both the mRNA and protein levels in THP-1 and THP-1-derived macrophages. The luciferase activity assay demonstrated that Dex could enhance the activity of human ACAT1 gene P1 promoter, a major factor leading to the ACAT1 activation, in a cell-specific manner. Further experimental evidences showed that a glucocorticoid response element (GRE) located within human ACAT1 gene P1 promoter to response to the elevation of human ACAT1 gene expression by Dex could be functionally bound with glucocorticoid receptor (GR) proteins. These data supported the hypothesis that the clinical treatment with Dex, which increased the incidence of atherosclerosis, may in part due to enhancing the ACAT1 expression to promote the accumulation of cholesteryl esters during the macrophage-derived foam cell formation, an early stage of atherosclerosis. 展开更多
关键词 ACAT DEXAMETHASONE MACROPHAGE cholesteryl ester gene promoter.
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秋日相约 为爱旅行
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作者 伊妮 leilei 《旅游世界》 2016年第11期14-17,共4页
以色列Israel“WalkAboutLove”徒步节11月23日,以色列境内将启动全球瞩目的“WalkAboutLove”徒步节。对于喜爱深度游的中国旅客来说,被美国国家地理杂志评为全球前20最壮丽的徒步路径的“以色列国家路径”正是一个具有代表性的体验... 以色列Israel“WalkAboutLove”徒步节11月23日,以色列境内将启动全球瞩目的“WalkAboutLove”徒步节。对于喜爱深度游的中国旅客来说,被美国国家地理杂志评为全球前20最壮丽的徒步路径的“以色列国家路径”正是一个具有代表性的体验线路,不但可以欣赏以色列魔幻的红色山脉、广阔的沙漠、湛蓝的海水、葱郁的森林等自然风光,以及具有深厚历史意义的遗迹、村庄,还可以亲眼见到迁徙的鸟群与季节性的植物,还能与动物亲密接触。这些地区和景观,游客们可以自由选择进行探索,而探索的最佳季节是每年的10月到次年的5月,这正是以色列最温润的秋冬之际。 展开更多
关键词 旅行 以色列 地理杂志 自然风光 历史意义 自由选择 季节性 徒步
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中国非英语专业学习者书面语短语能力发展历时研究 被引量:2
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作者 李辛 雷蕾 《外语教学》 CSSCI 北大核心 2022年第6期63-69,共7页
本文采用数量、多样性和准确性三项指标,从复杂度、结构和功能三个维度考察了我国非英语专业学习者书面语中短语能力的发展特征。结果显示,一学年间,虽然学习者写作能力有所提高,但是除了短语多样性以外,其短语使用数量和准确性并无明... 本文采用数量、多样性和准确性三项指标,从复杂度、结构和功能三个维度考察了我国非英语专业学习者书面语中短语能力的发展特征。结果显示,一学年间,虽然学习者写作能力有所提高,但是除了短语多样性以外,其短语使用数量和准确性并无明显变化;与本族语者相比,学习者的短语使用多样性偏高,准确性偏低。进一步分析显示,学习者使用不同复杂度、不同结构和不同功能短语的能力呈现多元化发展特征。本文还在上述研究基础上,结合写作复杂度发展阶段假设,构建了短语能力发展模型。 展开更多
关键词 短语能力 历时语料库 短语能力发展模型
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Effects of different nuclear recipients on developmental potential of mouse somatic nuclear transfer embryos
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作者 leilei LIUZhonghua +7 位作者 ZHUZiyu KOUZhaohui WUYuqi XUYing WENDuancheng BIChunming XIAGuoliang CHENDayuan 《Chinese Science Bulletin》 SCIE EI CAS 2003年第5期469-471,共3页
In order to investigate the effects of different kinds of nuclear recipients from Kunming (KM) mouse on developmental potential of somatic nuclear transfer em- bryos, the enucleated MⅡ oocytes, enucleated zygotes and... In order to investigate the effects of different kinds of nuclear recipients from Kunming (KM) mouse on developmental potential of somatic nuclear transfer em- bryos, the enucleated MⅡ oocytes, enucleated zygotes and 2-cell blastomere were used to produce cloned mouse em-bryos. Using fibroblast deriving from C57/BL6 ear tissue as nuclear donor, we produced cloned embryos by transferring the fibroblast nuclei into enucleated KM mouse oocytes (sin-gle nuclear transfer, SNT), transferring pronuclei from the SNT embryos into enucleated KM zygotes (nuclear into zy-gote, NZ), and 2-cell blastomere nuclei from SNT embryos into enucleated KM mouse oocytes (nuclear into oocytes, NO); tetraploid embryos (tetraploid embryos, TE) were ob-tained by fusing two blastomeres, one is from the SNT cloned embryos, and the other from normal 2-cell KM mouse em-bryos. In group SNT, the cloned embryos could not develop beyond 8-cell stage and the rate of 8-cell stage is only 0.3%; in group NO, the reconstructed embryos could develop to morula stage, the rate of 8-cell stage was significantly greater than that of SNT group (P < 0.05); in group NZ, the devel-opment rate was further improved, and the reconstructed embryos could develop into blastocyst stage, the rate of blastocyst was 1.9%; in group TE, as high as 62.3% of the reconstructed embryos could develop into blastocyst. Results suggested that different nuclear recipients could significantly affect the developmental potential of cloned mouse embryos; KM MⅡ oocyte cytoplasm was not so effective as zygotes to reprogram the mouse somatic cell nuclei; serial nuclear transfer could improve the developmental potential of cloned mouse embryos. 展开更多
关键词 昆明鼠 体细胞 核移植 晶胚 核受体 发育潜力
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