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基于Delaunay三角网与核哈希表的空间co-location核模式挖掘
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作者 张琪 芦俊丽 +2 位作者 段鹏 罗浩瑜 唐明香 《云南民族大学学报(自然科学版)》 2026年第1期117-128,154,共13页
空间co-location模式挖掘用于揭示地理空间数据中实体间关联关系,广泛应用于城市规划和环境监测等领域.然而,传统方法在处理大规模或复杂空间数据时,通常依赖人为设定的距离阈值,存在计算效率与准确度局限.为此,提出了一种基于Delaunay... 空间co-location模式挖掘用于揭示地理空间数据中实体间关联关系,广泛应用于城市规划和环境监测等领域.然而,传统方法在处理大规模或复杂空间数据时,通常依赖人为设定的距离阈值,存在计算效率与准确度局限.为此,提出了一种基于Delaunay三角网和核哈希表的空间co-location核模式挖掘方法.该方法利用Delaunay三角剖分优化空间数据的邻近关系,避免人为设定阈值的问题,并构建Delaunay邻域物化模型(DNM)减少尖锐三角形,以提升空间数据的组织效率.同时,结合核哈希表实现高效存储和检索,提出HKP算法,提高核模式挖掘的计算效率.实验结果表明,与现有优秀算法CPM、DTC和Join-less相比,HKP算法在准确性和扩展性上均具有显著优势,适用于大规模空间数据挖掘应用. 展开更多
关键词 空间co-location核模式 DELAUNAY三角网 核哈希表 HKP DNM
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基于Voronoi图的空间Co-Location核模式挖掘 被引量:4
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作者 邹目权 王丽珍 +1 位作者 吴萍萍 杨培忠 《计算机学报》 EI CAS CSCD 北大核心 2022年第9期1908-1925,共18页
飞速发展的物联网技术不断催生海量带有时间和空间属性的数据集.这些数据集掀起了以空间co-location模式挖掘为代表的空间数据挖掘研究的高潮.传统空间co-location模式挖掘研究主要发现空间中频繁并置出现的特征的子集.特征在模式内部... 飞速发展的物联网技术不断催生海量带有时间和空间属性的数据集.这些数据集掀起了以空间co-location模式挖掘为代表的空间数据挖掘研究的高潮.传统空间co-location模式挖掘研究主要发现空间中频繁并置出现的特征的子集.特征在模式内部是无序的,特征之间的地位是平等的.例如,co-location模式{看守所,刑警中队,武警中队}表示看守所附近往往存在刑警中队和武警中队,反之亦然.然而,由于空间分布密度差异显著存在,现实中存在特征地位不平等的模式,这些模式中的某些特征(核特征)附近频繁地出现其它特征(非核特征)的实例,而这些非核特征附近不一定频繁地出现核特征的实例.例如,某些肿瘤疾病与某些污染源的关系.在传统模型中,用户为了发现感兴趣的模式不得不将频繁性阈值设置得很低,以至于忽略了模式中特征的主从关系.本文聚焦于前述现象,研究在空间数据集中挖掘核特征与非核特征组成的有趣模式.首先,基于核邻居定义空间co-location核频繁模式(简称核模式)的概念.核邻居与最近邻息息相关,它不仅遵从地理学第一定律而且能排除无关实例的干扰.其次,提出核模式的有趣性度量理论,分析核模式具有的性质,如基于核参与率反单调性的先验原理等.再次,提出基于Voronoi图的核邻居计算思想,避免了传统co-location模式挖掘中为计算邻近关系需要用户预先设定距离阈值等问题.同时,扩展传统的对称的空间邻近关系到不对称的核邻居关系,使其与特征的不平等地位相适应.此外,针对点、线、面等不同几何形状的空间实例,提出基于凹包理论的经典Voronoi图的扩展方法.最后,在合成数据与真实数据上对比验证了Core Pattern Mining(CPM)算法的效果与效率.实验高效地发现了有别于经典co-location模式的有趣模式,它们具有可理解性. 展开更多
关键词 空间数据挖掘 co-location核模式 核邻居 VORONOI图 核参与度
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基于模式融合挖掘巨型频繁co-location模式 被引量:2
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作者 袁巩生 王丽珍 +1 位作者 陈红梅 段江丽 《郑州大学学报(理学版)》 CAS 北大核心 2018年第3期39-45,共7页
利用模式融合思想提出了一个空间co-location模式挖掘算法,该算法通过每次融合小模式来快速生成含有大量特征的巨型频繁模式,从而避开了大量的中间模式.并且,由于模式融合旨在产生近似解,因此又引进了一个质量评估模型,评估算法返回的模式.
关键词 巨型频繁co-location模式挖掘 co-location核模式 模式融合
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Evolving a core-periphery pattern of manufacturing industries across Chinese provinces 被引量:3
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作者 MAO Qiliang WANG Fei +1 位作者 LI Jun DONG Suocheng 《Journal of Geographical Sciences》 SCIE CSCD 2014年第5期924-942,共19页
This paper, concerning uneven development in China, empirically analyzes the core-periphery gradient of manufacturing industries across provinces (autonomous regions, municipalities), and assesses the extent to whic... This paper, concerning uneven development in China, empirically analyzes the core-periphery gradient of manufacturing industries across provinces (autonomous regions, municipalities), and assesses the extent to which these provinces have changed in recent years. Since China's reform and opening-up, the spatial structure of the economy has pre- sented a significant core-periphery pattern, the core evidently skewing towards east-coastal areas. With the deepening of market reforms and expansion of globalization, industrial loca- tion is gradually in line with the development advantages of provinces. The core provinces specialize in those industries characterized by strong forward and backward linkages, as well as a high consumption ratio, a high degree of increasing returns to scale, and labor or hu- man-capital intensity. However, it is the opposite with regard to peripheral provinces, in addi- tion, energy intensive industries are gradually concentrating in these areas. To a certain de- gree, the comparative advantage theory and new economic geography identify the underlying forces that determine the spatial distribution of manufacturing industries in China. This paper indicates that the industrialization of regions along different gradients becomes unsynchro- nized will be a long-term trend. Within a certain period, regions are bound to develop indus- trial sectors in line with their respective characteristics and development stage. A core-periphery pattern of industries also indicates that industrial development differentials across regions arise because of not only the uneven distribution of industries but also the inconsistent evolving trends of industrial structure for each province. 展开更多
关键词 core-periphery pattern spatial distribution manufacturing industries regional characteristic indus-trial characteristic
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The Evolution of Landscape Patterns of and Optimization Measures for Urban Core Areas Against the Background of Urbanization: A Case Study of Yangling Demonstration Zone
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作者 TANG Ying ZHANG Pei SHI Chengyong 《Journal of Landscape Research》 2018年第4期67-71,77,共6页
Studying tiie urban landscape pattern plays a crucial role in scientific land use and management and in improving the urban ecological environment In this paper, AutoCAD, ArcGIS, Fragstats, and other software were u... Studying tiie urban landscape pattern plays a crucial role in scientific land use and management and in improving the urban ecological environment In this paper, AutoCAD, ArcGIS, Fragstats, and other software were used to analyse the data of the fourth phase of land use in the core atea of Yangling Demonstration Zone. The results showed that: ① in the core area, the percentage of construction land incteased from 18.22% to 61.72%, and the percentage of agricultufal land decreased from 58.36% to 11.14%. And the fafm land was fragmented, and traffic connectivily was strengthened. The afea of garden land was reduced from 251.89 hm2 to 50.38 hm^2, and the landscape metric of forest land showed an inverted V-shaped curve. ②The year 2009 in four phases witnessed the greatest landscape fragmentation, both Edge Density (ED) and Ingest Patch Index (LPI) increased, and human interference enhanced the overall landscape complexity. Measures were fotmulated in terms of deaf development goals, optimized allocation of land resoutces, effective protection of ecological ted lines, and definite ecological responsibility, so as to optimize the urban landscape pattern. 展开更多
关键词 Yangling Demonstration Zone Urban core area Changes in landscape patterns Optimization measures
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Identification of international trade patterns of agricultural products:the evolution of communities and their core countries
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作者 Jiaxin Dong Siwei Lia +6 位作者 Lina Huang Jing He Wenping Jiang Fu Ren Yujing Wang Jiang Sun Hao Zhang 《Geo-Spatial Information Science》 CSCD 2024年第1期49-63,共15页
As a special branch of global trade,the trade of agricultural products has an important impact on food security and the environment.In this paper,we studied international trade network of agricultural products from 20... As a special branch of global trade,the trade of agricultural products has an important impact on food security and the environment.In this paper,we studied international trade network of agricultural products from 2000 to 2016 as a whole and in part.We explored the overall characteristics of the network,analyzed the evolution of communities and identified core countries of the communities.The results show that the structure of the trade network became increasingly complex and the trade relations became closer over time.There were four major communities in the network,whose primary core countries were Germany,the United States,Brazil,and China.Since 2007,the community represented by China has disappeared,and the community pattern of the network has been in a three-pillar state and basically stable.We discuss the actual roles of certain trading countries,the formation of communities and the impact of economic events on agricultural products trade.This paper reveals the underlying patterns of the agricultural products trade and provides a way to track its evolution over time. 展开更多
关键词 Complex network COMMUNITIES core countries international trade of agricultural products spatial pattern
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Research on the New and Innovative Pattern of College Students' Ideological and Political Education under the Guidance and Perspective of the Core Values Theory
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作者 Shuyun Ruan 《International Journal of Technology Management》 2015年第9期59-61,共3页
In this paper, we conduct in-depth research on the new and innovative pattern of college students' ideological and political education under the guidance and perspective of the core values theory. Implementation of i... In this paper, we conduct in-depth research on the new and innovative pattern of college students' ideological and political education under the guidance and perspective of the core values theory. Implementation of ideological and political theory course construction will perfect the theory of education system. The dominance of socialist core values embodied in the noble moral and value pursuit of the process, it plays a major guiding role. Universities should give full play to the important role of ideological and political theory and adhere to Marxist theory as a guide and fully carry out the socialist core values education which will hold special meaning for students. 展开更多
关键词 Ideological and Political Education core Values Theory Innovative pattern.
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杨淑莲辨治白血病的方药规律及核心药物作用机制的网络药理学研究
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作者 熊志刚 杨淑莲 +3 位作者 李圣豪 杨坤 王茂生 何其悦 《南京师大学报(自然科学版)》 北大核心 2026年第1期65-82,共18页
总结杨淑莲辨治白血病的方药规律,探讨核心药物潜在机制并验证.收集杨师治疗白血病处方,用中医传承计算平台及SPSS软件挖掘方药数据,筛选高频中药组合,确定核心药物;用网络药理学方法提取核心药物有效成分,绘制核心药物-有效成分-关键靶... 总结杨淑莲辨治白血病的方药规律,探讨核心药物潜在机制并验证.收集杨师治疗白血病处方,用中医传承计算平台及SPSS软件挖掘方药数据,筛选高频中药组合,确定核心药物;用网络药理学方法提取核心药物有效成分,绘制核心药物-有效成分-关键靶点-信号通路网络,分析其抗白作用机制;用Vina 1.1.2对接验证核心药物成分与关键靶点结合活性、R studio绘制对接结果热图.纳入处方176个,涉289味中药,最常用甘草、当归、黄芪,“甘草,黄芪->当归”、“阿胶,墨旱莲->女贞子”组合,性味多甘寒、归肝经;惯用黄芪、当归、女贞子、熟地黄等益气阴与生地黄、黄芩清热毒,阿胶、三七、仙鹤草化瘀止血,茯苓、白术理气化痰之品合方;公因子代表药贡献率63.90%,含高频中药;高频共现网络涉25味药,甘草、当归、黄芪、茯苓、白术、生地黄、熟地黄、女贞子、人参为核心药物,含205个有效成分、243个作用靶点,与该病共有45个关键靶点,前5依次为TP53、STAT3、JUN、AKT1、TNF,与489个生物学过程、12个细胞组分、18个分子功能相关,富集于30条白血病相关信号通路,HTLV-1、PI3K-AKT、MAPK等10条信号通路被证实确有影响,富集了TP53、STAT3、JUN等37个关键靶点;核心成分β-谷甾醇与前5个关键靶点结合活性良好.杨师提出白血病病机为邪毒内蕴骨髓、肝肾阴精血虚,应名“髓毒”,宜治益气养阴、清热解毒、化瘀止血,用药治肝为主、肝脾肾同调、兼顾五脏,活用四君子汤、参芪杀白汤益气阴,犀角地黄汤清热毒,护心康散瘀止血,配伍补骨脂、黄精滋阴温阳,川芎、白花蛇舌草解毒散瘀止血;惯用复方黄黛片救急、益气活血解毒方防复;核心药物富含的β-谷甾醇主要通过作用于多靶点、多通路,抑制白血病细胞存活、促其凋亡,发挥抗白效应. 展开更多
关键词 杨淑莲 白血病 方药规律 网络药理学 核心药物 作用机制
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基于数据挖掘王永吉教授辨治儿童非特异性功能性腹痛用药规律研究
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作者 王瑶瑶 王壮 王永吉 《山西中医药大学学报》 2026年第2期119-125,共7页
目的:采用数据挖掘技术,多维度分析王永吉教授治疗儿童非特异性功能性腹痛(FAP-NOS)的用药规律,为临床治疗提供思路和参考。方法:收集2024年5月—2025年4月王永吉教授于长春中医药大学附属医院本部及儿童诊疗中心诊治的儿童FAP-NOS门诊... 目的:采用数据挖掘技术,多维度分析王永吉教授治疗儿童非特异性功能性腹痛(FAP-NOS)的用药规律,为临床治疗提供思路和参考。方法:收集2024年5月—2025年4月王永吉教授于长春中医药大学附属医院本部及儿童诊疗中心诊治的儿童FAP-NOS门诊病例,录入Excel 2021建立数据库,运用古今医案云平台2.3.9将标准化的中药处方数据进行药物使用频次及频率、性味、归经、功效、关联规则、层次聚类、复杂网络分析。结果:共纳入中药处方270首,共计135味中药,药物使用总频次为4111次。药物使用频次较高的依次为甘草、白芍、莪术、三棱、延胡索等。四气五味中,药性以温、平性为主,药味以苦、辛、甘为主;归经以脾经、肝经居多,胃经、肺经次之;功效以行气、消食、破血消癥、止咳平喘、活血止痛、补气补血等为主。药物关联规则分析常用药对为“甘草-白芍”“莪术-三棱”“甘草-延胡索”等。层次聚类将使用频次排名前20味药物聚为5类,第Ⅰ类:甘草、白芍、莪术、三棱、延胡索;第Ⅱ类:莱菔子、枳实、绵马贯众、槟榔、赤芍、龙胆草;第Ⅲ类:鸡内金、麦芽、六神曲;第Ⅳ类:木香、陈皮;第Ⅴ类:百部、百合、桑白皮、地骨皮。为进一步反映实际用药,结合临床实际,根据分组距离≥10.5为界对第Ⅱ类药物组合进行亚组分类,a组为莱菔子、枳实、绵马贯众、槟榔,b组为赤芍、龙胆草。复杂网络分析得到核心组方为甘草、白芍、莪术、三棱、延胡索、莱菔子、地骨皮、陈皮、桑白皮、木香、百部、枳实、槟榔、百合、鸡内金、麦芽。结论:王永吉教授辨治FAP-NOS,着眼于一个“通”字,重在调理气机,疏通经脉,兼顾调神缓形以止痛。治法以调和肝脾为基,以活血行气、消积化滞为辅,以清肺泻热通腑、清心安神为佐。 展开更多
关键词 儿童功能性腹痛 核心药对 名医经验 数据挖掘 用药规律
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压水堆核电厂换料堆芯装载优化专家系统SEDRIO/INCORE研制
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作者 咸春宇 章宗耀 《核动力工程》 EI CAS CSCD 北大核心 2003年第2期117-121,132,共6页
依赖于专家知识建立了大亚湾核电站和秦山第二核电厂换料堆芯装载知识库,在此基础上进行换料堆芯装载方案启发式优化搜索。应用已用于工程设计的二维细网堆芯燃料管理程序系统(INCORE)进行装载方案评价,采用循环长度和堆芯功率峰因子综... 依赖于专家知识建立了大亚湾核电站和秦山第二核电厂换料堆芯装载知识库,在此基础上进行换料堆芯装载方案启发式优化搜索。应用已用于工程设计的二维细网堆芯燃料管理程序系统(INCORE)进行装载方案评价,采用循环长度和堆芯功率峰因子综合指标计算装载方案的价值并评价其优劣程度。用该系统分别对大亚湾核电站二号堆第四循环和秦山第二核电厂第四循环堆芯优化方案搜索计算。结果表明,无论从堆芯径向功率峰因子还是从循环长度指标来看,专家系统SEDRIO/INCORE搜索得到的装载方案都明显优于参考方案。 展开更多
关键词 专家系统 堆芯装载优化 压水堆核电厂
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基于经脉-脏腑理论运用复杂网络分析针灸治疗卵巢早衰经-穴规律及其机制
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作者 杜东玲 饶钰湘 +2 位作者 唐华丽 唐欢 章薇 《广州中医药大学学报》 2026年第2期414-424,共11页
【目的】基于复杂网路技术探索针灸治疗卵巢早衰全阶段的经-穴规律及相关经脉-脏腑作用靶点。【方法】计算机检索中国期刊全文数据库(CNKI)、万方数据知识服务平台(Wanfang)、维普中文科技期刊数据库(VIP)、中国生物医学数据文献库(Sino... 【目的】基于复杂网路技术探索针灸治疗卵巢早衰全阶段的经-穴规律及相关经脉-脏腑作用靶点。【方法】计算机检索中国期刊全文数据库(CNKI)、万方数据知识服务平台(Wanfang)、维普中文科技期刊数据库(VIP)、中国生物医学数据文献库(SinoMed)、美国生物医学信息检索系统(PubMed)、科学网(Web of science)等各大数据库。检索自各数据库建库以来至2025年3月收录的针灸治疗卵巢早衰全阶段的临床研究及动物实验研究文献。采用Microsoft Excel 2021统计临床研究文献的腧穴频次、归经等,应用SPSS Modeler 18.0软件进行关联规则分析并绘制复杂网络图。统计动物实验文献中相关腧穴及靶点,用人类基因数据库(GeneCards)提取后绘制Venny图获取交集靶点,绘制蛋白互作网络图(PPI),对关键靶点进行基因(GO)本体分析和京都基因与基因组百科全书(KEGG)生物通路富集分析。通过交集分析获取核心腧穴,提取核心腧穴相关性高的靶点,构建经脉-腧穴-靶点-疾病网络。【结果】共纳入224篇临床研究类文献,高频腧穴为关元、三阴交、子宫等。腧穴归经以任脉、足太阳膀胱经等为主。纳入52篇动物实验类文献,筛选出38个与针灸治疗卵巢早衰相关的核心靶点,其机制可能与抗凋亡蛋白(BCL2L1)、c-Jun氨基酸末端激酶(MAPK8)、哺乳动物雷帕霉素靶蛋白(mTOR)等核心靶点有关。通过GO及KEGG富集分析得到203条相关生物学过程、97条相关通路。【结论】针灸治疗卵巢早衰涉及多条经脉、腧穴,其核心腧穴为关元、三阴交、子宫、肾俞、足三里、太冲、太溪。针灸可能通过多靶点、多功能、多通路治疗卵巢早衰,BCL2L1、MAPK8、mTOR、KEAP1、CCND1可能为潜在核心靶点。 展开更多
关键词 针灸 卵巢早衰 选穴规律 复杂网络 经脉-脏腑理论 机制分析 关元 三阴交 子宫 核心靶点
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Location patterns of urban industry in Shanghai and implications for sustainability 被引量:9
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作者 CAO Weidong LI Yingying +1 位作者 CHENG Jianquan Steven MILLINGTON 《Journal of Geographical Sciences》 SCIE CSCD 2017年第7期857-878,共22页
China's economy has undergone rapid transition and industrial restructuring. The term "urban industry" describes a particular type of industry within Chinese cities experiencing restructuring. Given the high percen... China's economy has undergone rapid transition and industrial restructuring. The term "urban industry" describes a particular type of industry within Chinese cities experiencing restructuring. Given the high percentage of industrial firms that have either closed or relo- cated from city centres to the urban fringe and beyond, emergent global cities such as Shanghai, are implementing strategies for local economic and urban development, which involve urban industrial upgrading numerous firms in the city centre and urban fringe. This study aims to analyze the location patterns of seven urban industrial sectors within the Shanghai urban region using 2008 micro-geography data. To avoid Modifiable Areal Unit Problem (MAUP) issue, four distance-based measures including nearest neighbourhood analysis, Kernel density estimation, K-function and co-location quotient have been exten- sively applied to analyze and compare the concentration and co-location between the seven sectors. The results reveal disparate patterns varying with distance and interesting co-location as well. The results are as follows: the city centre and the urban fringe have the highest intensity of urban industrial firms, but the zones with 20-30 km from the city centre is a watershed for most categories; the degree of concentration varies with distance, weaker at shorter distance, increasing up to the maximum distance of 30 km and then decreasing until 50 km; for all urban industries, there are three types of patterns, mixture of clustered, random and dispersed distribution at a varied range of distances. Consequently, this paper argues that the location pattern of urban industry reflects the stage-specific industrial restructuring and spatial transformation, conditioned by sustainability objectives. 展开更多
关键词 urban industry industrial location pattern co-location quotient K-FUNCTION SHANGHAI
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Spatio-temporal Pattern and Spatial Heterogeneity of Ecotones Based on Land Use Types of Southeastern Da Hinggan Mountains in China 被引量:5
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作者 YU Lingxue ZHANG Shuwen +3 位作者 LIU Tingxiang TANG Junmei BU Kun YANG Jiuchun 《Chinese Geographical Science》 SCIE CSCD 2015年第2期184-197,共14页
Ecotones have received great attention due to its critical function in energy flux, species harbor, global carbon sequestration, and land-atmosphere interaction. This study investigated land use pattern and spatial he... Ecotones have received great attention due to its critical function in energy flux, species harbor, global carbon sequestration, and land-atmosphere interaction. This study investigated land use pattern and spatial heterogeneity of the ecotones among agricultural land, forest land, and grassland of the southeastern Da Hinggan Mountains in the northeastern China. The change of these delineated ecotones under different slopes and aridity conditions was analyzed by two landscape indices, edge density(ED) and core area percentage of landscape(CPL), to explore the inter-linkage between spatial structure of ecotones and socioeconomic development and land management. Specifically, the ecotones such as agriculture-forest(AF) ecotone, forest-grassland(FG) ecotone, and agriculture-forestgrassland(AFG) ecotone moved from the arid southeast to the humid northwest. The flat area with small slope is more edge-fragmented than the steep area since the ED decreases as the slope increases. The AF ecotone mostly found in the humid region is moving to more humid areas while the agriculture-grassland(AG) ecotone mostly found in the dry region is moving towards the drier region. 展开更多
关键词 ecotones core area percentage of landscape(CPL) edge density(ED) modified moving split window land use pattern spatial heterogeneity
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Scaling up Kernel Grower Clustering Method for Large Data Sets via Core-sets 被引量:2
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作者 CHANG Liang DENG Xiao-Ming +1 位作者 ZHENG Sui-Wu WANG Yong-Qing 《自动化学报》 EI CSCD 北大核心 2008年第3期376-382,共7页
核栽培者是聚类最近 Camastra 和 Verri 建议的方法的一个新奇的核。它证明为各种各样的数据的好性能关于流行聚类的算法有利地设定并且比较。然而,方法的主要缺点是在处理大数据集合的弱可伸缩能力,它极大地限制它的应用程序。在这... 核栽培者是聚类最近 Camastra 和 Verri 建议的方法的一个新奇的核。它证明为各种各样的数据的好性能关于流行聚类的算法有利地设定并且比较。然而,方法的主要缺点是在处理大数据集合的弱可伸缩能力,它极大地限制它的应用程序。在这份报纸,我们用核心集合建议一个可伸缩起来的核栽培者方法,它是比为聚类的大数据的原来的方法显著地快的。同时,它能处理很大的数据集合。象合成数据集合一样的基准数据集合的数字实验显示出建议方法的效率。方法也被用于真实图象分割说明它的性能。 展开更多
关键词 大型数据集 图象分割 模式识别 磁心配置 核聚类
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A Corpus-Based Study on the Core Vocabulary Growth Models of College English Intensive Reading Materials
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作者 YANG Tao GU Yan 《Sino-US English Teaching》 2019年第1期9-16,共8页
This paper explores the intra-textual core vocabulary occurrence rates and core vocabulary growth patterns in the four sets of College English coursebooks favorably evaluated by the Ministry of Education of China in 2... This paper explores the intra-textual core vocabulary occurrence rates and core vocabulary growth patterns in the four sets of College English coursebooks favorably evaluated by the Ministry of Education of China in 2004. And the CECR (College English Curriculum Requirements) word list is adopted as the reference word list. The research result reveals that the single text occurrence rates of the core vocabulary of the four sets of books vary substantially from one to another, with New Horizon College English (INHCE) covering the most. In general, the vocabulary size steadily grows within the four sets of course books;however, the unsmooth vocabulary growth pattern does exist. And core vocabulary growth patterns vary due to the differences in the single text occurrence rates of the core vocabulary of the four sets of books. 展开更多
关键词 COLLEGE English coursebooks core VOCABULARY VOCABULARY growth pattern CORPUS
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Fuel loading pattern optimization of a pressurized water reactor by varying internal weights-based particle swarm optimization
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作者 Aneela Zameer Sikander M.Mirza +1 位作者 Asifullah Khan Furqan Mir 《Nuclear Science and Techniques》 SCIE CAS CSCD 2018年第3期61-70,共10页
Fuel reload pattern optimization is essential for attaining maximum fuel burnup for minimization of generation cost while minimizing power peaking factor(PPF).The aim of this work is to carry out detailed assessment o... Fuel reload pattern optimization is essential for attaining maximum fuel burnup for minimization of generation cost while minimizing power peaking factor(PPF).The aim of this work is to carry out detailed assessment of particle swarm optimization(PSO) in the context of fuel reload pattern search. With astronomically large number of possible loading patterns, the main constraints are limiting local power peaking factor, fixed number of assemblies,fixed fuel enrichment, and burnable poison rods. In this work, initial loading pattern of fixed batches of fuel assemblies is optimized by using particle swarm optimization technique employing novel feature of varying inertial weights with the objective function to obtain both flat power profile and cycle k_(eff)>1. For neutronics calculation, PSU-LEOPARD-generated assembly depletiondependent group-constant-based ADD files are used. The assembly data description file generated by PSU-LEOPARD is used as input cross-section library to MCRAC code, which computes normalized power profile of all fuel assemblies of PWR nuclear reactor core. The standard PSO with varying inertial weights is then employed to avoid trapping in local minima. A series of experiments havebeen conducted to obtain near-optimal converged fuelloading pattern of 300 MWe PWR Chashma reactor. The optimized loading pattern is found in good agreement with results found in literature. Hybrid scheme of PSO with simulated annealing has also been implemented and resulted in faster convergence. 展开更多
关键词 PWR Loading pattern OPTIMIZATION PSO PPF In-core FUEL management
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新发展格局下我国农村体育治理现代化的理论、困境及路径
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作者 蒲毕文 《河北体育学院学报》 2025年第2期20-26,共7页
农村体育治理是农村现代化治理的重要组成部分,是实现乡村振兴的关键环节。基于协同理论构建农村体育现代化治理的理论框架,回顾我国农村体育治理的发展历程,剖析当前面临的困境,发现其存在治理主体权责不清、治理制度存在缺陷、治理组... 农村体育治理是农村现代化治理的重要组成部分,是实现乡村振兴的关键环节。基于协同理论构建农村体育现代化治理的理论框架,回顾我国农村体育治理的发展历程,剖析当前面临的困境,发现其存在治理主体权责不清、治理制度存在缺陷、治理组织结构失衡、治理效能释放不足、治理监督评价缺位等问题。对此,提出要构建沟通交流平台,实现主体联结互动;加强治理制度建设,实现依法依规治理;完善治理组织结构,实现整体协同治理;丰富治理方式手段,实现治理能效提升;完善监督评价体系,实现治理精准施策。旨在提升我国农村体育治理现代化水平,助力农村体育工作高质量发展。 展开更多
关键词 新发展格局 农村体育 现代化治理 一核多元
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基于神经网络与遗传算法的压水堆堆芯装载模式方案优化研究 被引量:1
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作者 陈刚 邹建 +2 位作者 刘仕倡 蔡云 王连杰 《核动力工程》 北大核心 2025年第2期164-176,共13页
堆芯装载模式(LP)优化可以提高反应堆的安全性和经济性,但是其优化过程需要大量耗时计算和丰富的人工经验。针对堆芯LP优化方案的快速评价问题,本研究利用全连接神经网络(FCNN)和卷积神经网络(CNN)生成大亚湾核电站首循环堆芯的中子学... 堆芯装载模式(LP)优化可以提高反应堆的安全性和经济性,但是其优化过程需要大量耗时计算和丰富的人工经验。针对堆芯LP优化方案的快速评价问题,本研究利用全连接神经网络(FCNN)和卷积神经网络(CNN)生成大亚湾核电站首循环堆芯的中子学参数快速预测模型,实现了压水堆堆芯LP方案的快速评价。通过堆芯计算程序DONJON对预测模型的泛化能力和精度进行验证。针对堆芯LP方案的全局搜索问题,利用非支配排序遗传算法(NSGA)对大亚湾核电站首循环堆芯进行LP方案多目标优化并通过NSGA的参数调整提升了优化效果。结果表明NSGA系列算法可以用于包括堆芯LP优化在内的不同类型的核设计优化问题,并可以弥补人工搜索方案全局性差的缺点,同时NSGA结合超算的并行优化可以极大提高优化效率。针对堆芯LP方案快速优化的问题,利用基于GPU并行下的神经网络预测模型和NSGA开发联合优化程序,实现了大亚湾核电站首循环堆芯LP方案的快速优化。通过联合优化程序与“DONJON+NSGA”的优化结果比较,结果表明神经网络-遗传算法(GA)的联合优化程序能够得到结果比较接近的堆芯LP方案,同时将优化时间缩短了99%以上。 展开更多
关键词 堆芯装载模式(LP) 神经网络 非支配排序遗传算法(NSGA) 多目标优化 预测模型
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中药治疗骨质疏松合并腰椎间盘突出的临床用药规律与安全性分析 被引量:1
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作者 康佳琪 白建琦 +2 位作者 蔡明扬 王源 张平 《中国药物警戒》 2025年第10期1120-1126,I0006,共8页
目的探讨中药治疗骨质疏松症(Osteoporosis,OP)合并腰椎间盘突出症(Lumbar Disc Herniation,LDH)的临床用药规律与安全性。方法回顾性收集中国中医科学院望京医院2023年1月1日至2025年4月30日,临床诊断为OP合并LDH并接受口服中药治疗的... 目的探讨中药治疗骨质疏松症(Osteoporosis,OP)合并腰椎间盘突出症(Lumbar Disc Herniation,LDH)的临床用药规律与安全性。方法回顾性收集中国中医科学院望京医院2023年1月1日至2025年4月30日,临床诊断为OP合并LDH并接受口服中药治疗的门诊病例,通过古今医案云平台(V2.3.9)对用药信息进行统计,分析治疗OP合并LDH的高频中药、配伍药对和核心处方等用药规律,并结合临床资料和文献评价评估其安全性。结果纳入病例250例,患者以中老年人群为主,占比87.2%,使用中药236味,总用药频次3378次,高频药物有川芎、牛膝、白芍等,四气以温、平、微温为主,五味以甘、苦、辛为主,归经多集中于肝、脾、肾经,功效以补肝肾、强筋骨、祛风湿为主。关联分析显示川芎-牛膝、川芎-白芍、白芍-牛膝等高频药对,治疗OP合并LDH核心处方由川芎、牛膝、白芍等15味药物组成。联用较多的西药有碳酸钙D3片、甲钴胺片和骨化三醇软胶囊等,中成药有丹鹿通督片、骨痛贴膏和金天格胶囊等。安全性评价提示中药治疗OP合并LDH安全性良好。结论中药治疗OP合并LDH以肝脾肾同调为基本治则,用药以补肝肾、强筋骨、祛风湿为主,安全性良好。 展开更多
关键词 骨质疏松症 腰椎间盘突出症 共病 用药规律 核心处方 安全性分析 数据挖掘
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高心墙堆石坝渗透破坏时变风险分析
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作者 周福雄 赵勋礼 +3 位作者 刘宏伟 卢祥 裴亮 陈辰 《长江科学院院报》 北大核心 2025年第9期167-173,184,共8页
高心墙堆石坝赋存地质与环境复杂,防渗结构渗透破坏引发的结构故障甚至溃坝现象时有发生,合理评估大坝渗透破坏风险十分关键。针对高心墙堆石坝渗透系数时变规律不清晰、渗透破坏时变风险模型刻画难度大的问题,基于有限元模拟和原观数据... 高心墙堆石坝赋存地质与环境复杂,防渗结构渗透破坏引发的结构故障甚至溃坝现象时有发生,合理评估大坝渗透破坏风险十分关键。针对高心墙堆石坝渗透系数时变规律不清晰、渗透破坏时变风险模型刻画难度大的问题,基于有限元模拟和原观数据,构建了高心墙堆石坝与地基渗透系数反演代理模型,提出了渗透系数的时变规律及表征函数;基于渗透系数时变规律和Monte-Carlo法,构建了高心墙堆石坝渗透破坏时变风险分析模型,并以瀑布沟大坝为案例进行了验证。结果表明:瀑布沟大坝坝与地基渗透系数反演的平均相对误差为0.4%,精度较高,且心墙与覆盖层的渗透系数均呈递增趋稳的时变规律;大坝渗透破坏时变可靠指标β在4.33~5.37之间,β值均大于目标可靠指标,表明该工程渗透破坏风险低,与工程实际相符。 展开更多
关键词 高心墙堆石坝 渗透系数 反演 时变规律 渗透破坏风险
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