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基于数据挖掘的河源市蔬菜食品安全风险分析与预测
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作者 何丽娟 陈碧聪 +1 位作者 陈子凡 李茂 《现代食品》 2024年第8期209-212,218,共5页
本研究通过分析河源市2020-2022年蔬菜抽检数据,找出影响蔬菜抽检结果的重要因素,为相关监管部门开展蔬菜抽检工作提供参考。通过Logistic回归模型和决策树C5.0模型,对抽样地点、蔬菜品种、抽样时间等7个因素进行相关性分析,研究各因素... 本研究通过分析河源市2020-2022年蔬菜抽检数据,找出影响蔬菜抽检结果的重要因素,为相关监管部门开展蔬菜抽检工作提供参考。通过Logistic回归模型和决策树C5.0模型,对抽样地点、蔬菜品种、抽样时间等7个因素进行相关性分析,研究各因素与抽检结果之间的联系。通过Logistic回归模型和决策树C5.0模型的联合测算,发现蔬菜品种和抽样时间是影响蔬菜抽检结果的重要预测因素。本项目可以加强蔬菜抽检工作安排的科学性,提高命中率,提升抽检工作效能。 展开更多
关键词 蔬菜 食品安全 数据挖掘 风险分析预测 河源市
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基于数据挖掘的2型糖尿病风险预测模型的建立和应用 被引量:2
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作者 陈淑良 常红 +1 位作者 王冬平 张策 《糖尿病新世界》 2019年第4期1-3,共3页
目的采用数据挖掘方法,考察2型糖尿病的危险因素,确定最优风险预测模型,为建立手机APP软件提供算法,为糖尿病I级预防提供风险预测支持。方法收集某医院2016年1月—2017年7月的糖尿病患者全数据集,共5 571例,通过与同期体检健康对照组5 ... 目的采用数据挖掘方法,考察2型糖尿病的危险因素,确定最优风险预测模型,为建立手机APP软件提供算法,为糖尿病I级预防提供风险预测支持。方法收集某医院2016年1月—2017年7月的糖尿病患者全数据集,共5 571例,通过与同期体检健康对照组5 571例进行对比研究,分别建立Logistic回归模型和多层感知器神经网络模型,比较优劣,确定最终预测模型。结果结果显示Logistic回归和多层感知器神经网络模型对训练样本的预测准确率分别为89.7%、80.4%,对测试样本的预测准确率分别为89.8%、79.8%。结论 Logistic回归模型对2型糖尿病风险预测效能较高,预测结果也更容易结合临床实际,用于风险控制手机APP软件后台编程。 展开更多
关键词 2 型糖尿病 风险预测分析 LOGISTIC回归模型 多层感知器神经网络模型 决策树分析模型
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浅谈风险分析预测对市场营销工作的重要性
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作者 耿欣 《商情》 2014年第20期48-48,共1页
市场营销部门与生产部门、财务部门、人事部门、信息部门处于同等重要地位,企业在各职能部门的资源配置都是相等的。随着营销实践的发展和市场竞争的加剧,市场营销部门是连接市场需求和企业反应的桥梁和纽带,要想有效地满足顾客需要... 市场营销部门与生产部门、财务部门、人事部门、信息部门处于同等重要地位,企业在各职能部门的资源配置都是相等的。随着营销实践的发展和市场竞争的加剧,市场营销部门是连接市场需求和企业反应的桥梁和纽带,要想有效地满足顾客需要,真正体现顾客导向原则,就必须将市场营销置于企业的中心地位,而生产部门、财务部门、人事部门、信息部门处于辅助地位,通过满足市场营销部门的需要,来实现整个企业为客户服务的战略目标。 展开更多
关键词 市场营销 风险分析预测
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紫金山鳞翅目害虫风险分析、预测及防控策略
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作者 袁登荣 奚月明 +3 位作者 刘曙雯 居峰 董丽娜 陈希 《江苏林业科技》 2012年第5期26-30,共5页
通过对南京紫金山不同植被类型鳞翅目昆虫群落结构及时空动态的调查,综合其优势种类、本地和省级历史危害种类;经过研究和分析影响紫金山鳞翅目有害生物危险性的各种相关因子以及这些相关因子的地位、作用和相互之间的关系,分别采用多... 通过对南京紫金山不同植被类型鳞翅目昆虫群落结构及时空动态的调查,综合其优势种类、本地和省级历史危害种类;经过研究和分析影响紫金山鳞翅目有害生物危险性的各种相关因子以及这些相关因子的地位、作用和相互之间的关系,分别采用多指标综合评估法、经验综合评估法对紫金山不同植被类型中可能造成危害的各类鳞翅目风险源进行了风险分析和风险预测,并提出了相应的防控策略。 展开更多
关键词 紫金山 鳞翅目害虫 风险分析预测 防控策略
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城乡居民基本医保支付风险管理分析及预测预警机制的构建——基于基金平衡及合理控费角度的思考
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作者 王东英 《中文科技期刊数据库(全文版)经济管理》 2021年第10期294-295,共2页
随着城乡居民基本医疗保险制度改革的深入,经办机构管理面临着越来越多的风险,不断影响着基金的有效支付,制度的健全和可持续发展,构建城乡基本医疗保险基金支付风险管理分析及预测预警机制的重要性和紧迫性日益凸显。本文重点仅从基金... 随着城乡居民基本医疗保险制度改革的深入,经办机构管理面临着越来越多的风险,不断影响着基金的有效支付,制度的健全和可持续发展,构建城乡基本医疗保险基金支付风险管理分析及预测预警机制的重要性和紧迫性日益凸显。本文重点仅从基金收支平衡和合理控费方面,对本区经办管理中的基金风险内涵及过程进行梳理,并构建基金风险预警体系。本文存在由于本人能力不足,对城乡居民医保基金风险管理的某些方面认识不够全面不够充分,难免存在纰漏,仅供探讨交流。 展开更多
关键词 城乡居民基本医疗保险 风险分析预测 基金平衡 机制
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审计师能识别分析师预测传递的风险信号吗——基于关键审计事项语调的文本分析 被引量:18
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作者 廖义刚 杨雨馨 《当代财经》 CSSCI 北大核心 2021年第1期137-148,共12页
以2017—2018年我国A股上市公司为样本,研究了由分析师盈利预测与审计师收益预期之间的差距所衍生的分析师预测风险信号对关键审计事项语调的影响。研究发现:分析师预测风险越高,关键审计事项语调越消极;媒体监督对二者的负相关关系具... 以2017—2018年我国A股上市公司为样本,研究了由分析师盈利预测与审计师收益预期之间的差距所衍生的分析师预测风险信号对关键审计事项语调的影响。研究发现:分析师预测风险越高,关键审计事项语调越消极;媒体监督对二者的负相关关系具有正向调节作用,分析师的预测质量对二者的负相关关系具有负向调节作用。进一步的机制研究发现:分析师预测风险是通过揭示盈余管理风险进而影响关键审计师事项语调的。 展开更多
关键词 分析预测风险 关键审计事项语调 内容分析
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Risk factors for predicting early variceal rebleeding after endoscopic variceal ligation 被引量:42
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作者 Liang Xu Feng Ji Qin-Wei Xu Mie-Qing Zhang 《World Journal of Gastroenterology》 SCIE CAS CSCD 2011年第28期3347-3352,共6页
AIM: To analyze the clinical risk factors for early variceal rebleeding after endoscopic variceal ligation (EVL).METHODS: 342 cirrhotic patients with esophageal varices who received elective EVL to prevent bleeding or... AIM: To analyze the clinical risk factors for early variceal rebleeding after endoscopic variceal ligation (EVL).METHODS: 342 cirrhotic patients with esophageal varices who received elective EVL to prevent bleeding or rebleeding at our endoscopy center between January 2005 and July 2010.were included in this study.The early rebleeding cases after EVL were confirmed by clinical signs or endoscopy.A case-control study was performed comparing the patients presenting with early rebleeding with those without this complication.RESULTS: The incidence of early rebleeding after EVL was 7.60%,and the morbidity of rebleeding was 26.9%.Stepwise multivariate logistic regression analysis showed that four variables were independent risk factors for early rebleeding: moderate to excessive ascites [odds ratio (OR) 62.83,95% CI: 9.39-420.56,P < 0.001],the number of bands placed (OR 17.36,95% CI: 4.00-75.34,P < 0.001),the extent of varices (OR 15.41,95% CI: 2.84-83.52,P = 0.002) and prothrombin time (PT) > 18 s (OR 11.35,95% CI: 1.93-66.70,P = 0.007).CONCLUSION: The early rebleeding rate after EVL is mainly affected by the volume of ascites,number of rubber bands used to ligate,severity of varices and prolonged PT.Effective measures for prevention and treatment should be adopted before and after EVL. 展开更多
关键词 Esophageal variceal bleeding Endoscopic variceal ligation Loop ligature Early rebleeding Risk factor
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Theoretical explanations to security analysts' forecast bias
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作者 ZHAO Xiao-yan 《Chinese Business Review》 2007年第5期1-4,共4页
As the representative of mature investors, security analysts' recommendations are guidance for most investors, However, a great deal of studies nearly draws the consistent conclusion, i.e. they are not as smart as we... As the representative of mature investors, security analysts' recommendations are guidance for most investors, However, a great deal of studies nearly draws the consistent conclusion, i.e. they are not as smart as we imagine, or the market doesn't trust their recommendations so much. The existence of optimistic bias in their recommendations has been supported by empirical data widely. Hence these make many papers to explore the reasons and try to give theoretical explanations. Based on prior researches, this paper mainly compares two theoretical models both based on mathematical methods. 展开更多
关键词 security analysts' forecast optimistic bias earning skewness
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THE INVESTMENT RELIABILITY ANALYSIS FOR A SURFACE MINE
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作者 彭世济 卢明银 张达贤 《Journal of China University of Mining and Technology》 1990年第1期1-10,共10页
It is stipulated in the China national document, named'The Economical Appraisal Methods for Construction Projects' that dynamic analysis should dominate the project economical appraisal methods. This paper has... It is stipulated in the China national document, named'The Economical Appraisal Methods for Construction Projects' that dynamic analysis should dominate the project economical appraisal methods. This paper has set up a dynamic investment forecast model for Yuanbaoshan Surface Coal Mine. Based on this model, the investment reliability using simulation and analytic methods has been analysed, and the probability that the designed internal rate of return can reach 8.4%, from economic points of view, have been also studied. 展开更多
关键词 surface mine investment reliablity Dynamic analysis forecast model
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Influences and drivers of woody debris movement in urban watercourses 被引量:1
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作者 ALLEN Deonie ARTHUR Scott +2 位作者 HAYNES Heather WALLIS Stephen G WALLERSTEIN Nicholas 《Science China(Technological Sciences)》 SCIE EI CAS 2014年第8期1512-1521,共10页
It is recognised that the blockage of culverts by woody debris can result in an increased risk of infrastructure damage and flooding.To date,debris transport analysis has focused on regional fluvial systems and large ... It is recognised that the blockage of culverts by woody debris can result in an increased risk of infrastructure damage and flooding.To date,debris transport analysis has focused on regional fluvial systems and large woody debris,both in flume and field experiments.Given the social and economic risk associated with urban flooding,and as urban drainage design shifts away from subsurface piped network reliance,there is an increasing need to understand debris movement in urban watercourses.The prediction of urban watercourse small woody debris(SWD)movement,both quantity and risk,has undergone only limited analysis predominantly due to lack of field data.This paper describes the development of a methodology to enable the collection of accurate and meaningful SWD residency and transportation data from watercourses.The presented research examines the limitations and effective function of PIT tag technology to collect SWD transport data in the field appropriate for risk and prediction analysis.Passive integrated transponder(PIT)technology provides a method to collect debris transport data within the urban environment.In this study,the tags are installed within small woody debris and released at known locations into a small urban natural watercourse enabling monitoring of movement and travel time.SWD velocity and detention are collated with solute time of travel,watercourse and point flow characteristics to identify the relationships between these key variables.The work presented tests three hypotheses:firstly,that the potential for unobstructed or un-detained SWD movement increases with flow velocity and water level.Secondly,that SWD travel distance,and the resistance forces along this travel path,influence SWD transport potential.Thirdly,the relationship between SWD and channel dimensions is examined with the aim of advancing representative debris transport prediction modelling. 展开更多
关键词 woody debris transport prediction urban flood risk BLOCKAGE solute dye tracing
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