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91.
Variable precision rough set theory and data discretisation: an application to corporate failure prediction 总被引:1,自引:0,他引:1
Since the seminal work of Pawlak (International Journal of Information and Computer Science, 11 (1982) 341–356) rough set theory (RST) has evolved into a rule-based decision-making technique. To date, however, relatively little empirical research has been conducted on the efficacy of the rough set approach in the context of business and finance applications. This paper extends previous research by employing a development of RST, namely the variable precision rough sets (VPRS) model, in an experiment to predict between failed and non-failed UK companies. It also utilizes the FUSINTER discretisation method which neglates the influence of an ‘expert’ opinion. The results of the VPRS analysis are compared to those generated by the classical logit and multivariate discriminant analysis, together with more closely related non-parametric decision tree methods. It is concluded that VPRS is a promising addition to existing methods in that it is a practical tool, which generates explicit probabilistic rules from a given information system, with the rules offering the decision maker informative insights into classification problems. 相似文献
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高斌 《广西师范学院学报(哲学社会科学版)》2008,29(3):84-87
韩礼德的系统功能语言学理论影响了中国“三维语法”的产生。在三雏语法的语用平面,“主位——述位”的分析涵盖原有的“话题——说明”信息分布模式。 相似文献
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Estimation of Benchmark Dose of Lifetime Cadmium Intake for Adverse Renal Effects Using Hybrid Approach in Inhabitants of an Environmentally Exposed River Basin in Japan 下载免费PDF全文
Keiko Kubo Kazuhiro Nogawa Teruhiko Kido Muneko Nishijo Hideaki Nakagawa Yasushi Suwazono 《Risk analysis》2017,37(1):20-26
The aim of this study is to estimate the reference level of lifetime cadmium intake (LCd) as the benchmark doses (BMDs) and their 95% lower confidence limits (BMDLs) for various renal effects by applying a hybrid approach. The participants comprised 3,013 (1,362 men and 1,651 women) and 278 (129 men and 149 women) inhabitants of the Cd‐polluted and nonpolluted areas, respectively, in the environmentally exposed Kakehashi River basin. Glucose, protein, aminonitrogen, metallothionein, and β2‐microglobulin in urine were measured as indicators of renal dysfunction. The BMD and BMDL that corresponded to an additional risk of 5% were calculated with background risk at zero exposure set at 5%. The obtained BMDLs of LCd were 3.7 g (glucose), 3.2 g (protein), 3.7 g (aminonitrogen), 1.7 g (metallothionein), and 1.8 g (β2‐microglobulin) in men and 2.9 g (glucose), 2.5 g (protein), 2.0 g (aminonitrogen), 1.6 g (metallothionein), and 1.3 g (β2‐microglobulin) in women. The lowest BMDL was 1.7 g (metallothionein) and 1.3 g (β2‐microglobulin) in men and women, respectively. The lowest BMDL of LCd (1.3 g) was somewhat lower than the representative threshold LCd (2.0 g) calculated in the previous studies. The obtained BMDLs may contribute to further discussion on the health risk assessment of cadmium exposure. 相似文献
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Quantitative risk assessments for physical, chemical, biological, occupational, or environmental agents rely on scientific studies to support their conclusions. These studies often include relatively few observations, and, as a result, models used to characterize the risk may include large amounts of uncertainty. The motivation, development, and assessment of new methods for risk assessment is facilitated by the availability of a set of experimental studies that span a range of dose‐response patterns that are observed in practice. We describe construction of such a historical database focusing on quantal data in chemical risk assessment, and we employ this database to develop priors in Bayesian analyses. The database is assembled from a variety of existing toxicological data sources and contains 733 separate quantal dose‐response data sets. As an illustration of the database's use, prior distributions for individual model parameters in Bayesian dose‐response analysis are constructed. Results indicate that including prior information based on curated historical data in quantitative risk assessments may help stabilize eventual point estimates, producing dose‐response functions that are more stable and precisely estimated. These in turn produce potency estimates that share the same benefit. We are confident that quantitative risk analysts will find many other applications and issues to explore using this database. 相似文献
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基于网络环境的服务发展与创新已成为经济发展的新引擎。本文在分析网络环境下服务特征基础上,探讨了其对服务科学与创新管理研究的影响。结合我国社会经济发展对现代服务快速增长的需求,本文提炼了服务科学研究的三类基本科学问题,包括服务价值的内涵与度量,服务资源的要素及其价值生成,和服务关系的界定与形成问题;提出了服务与创新管理的四个重要研究领域,即:服务生态系统的形成与演化,服务资源要素的组织与协调,服务的关联与融合和社会服务运作管理问题。在四个重要研究领域的进一步分析中,论文以一个异质数据服务资源的组织与融合为例,描述了服务资源组织与协调的一个具体问题,说明了已有研究方法解决该问题的困难,和未来该问题研究需要关注的重点;另以平台服务中基于价值和关系的服务定价问题为例,说明服务关联与融合研究的挑战及其未来研究的努力方向。 相似文献
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资金流量表是国民经济核算体系中的重要组成部分。然而,由于在编制过程中需要采集大量的数据,通常情况下,很多国家的资金流量表都会有较长时间的滞后。在编制实物资金流量表的延长表时,已有方法通常是基于基期与预测期交易收支结构保持不变的假定条件。然而,经济结构发生显著变化时,该类方法就会失效。基于上述问题,研究弱化模型的假设条件,并提出了新的实物资金流量表预测方法( 简称 FPTF方法)。根据表中元素必须满足的约束条件,该方法通过建立数学模型解除约束,其次基于历史数据的动态趋势,采用适当的时间序列分析方法来预测目标年份的实物资金流量表。通过仿真分析,验证了所提方法的有效性和稳定性。此外,基于中国1992年~2014 年的实物资金流量表数据进行实例分析,取得了满意的分析结果。 相似文献