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基于品类聚类的关联规则优化算法 被引量:1
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作者 赵永尊 张谧 +1 位作者 赵卫东 李银胜 《计算机应用与软件》 CSCD 北大核心 2007年第1期140-142,184,共4页
提出了一种基于品类聚类的关联规则优化算法。该算法首先根据文中定义的品类特征向量,用结构化的数据来表示事务;然后根据一种基于密度的聚类算法,对结构化的数据进行聚类,同时将对应的原始事务进行聚类;最后根据聚类后得到的类的长度... 提出了一种基于品类聚类的关联规则优化算法。该算法首先根据文中定义的品类特征向量,用结构化的数据来表示事务;然后根据一种基于密度的聚类算法,对结构化的数据进行聚类,同时将对应的原始事务进行聚类;最后根据聚类后得到的类的长度以及用户指定的最小支持度,确定类内的最小支持度,在类内挖掘关联规则。实验结果表明,与传统算法相比,该算法效率较高,具有一定的实用价值。 展开更多
关键词 品类信息 事务聚类 关联规则
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A Modified Genetic Algorithm for Product Family Optimization with Platform Specified by Information Theoretical Approach 被引量:1
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作者 陈春宝 王丽亚 《Journal of Shanghai Jiaotong university(Science)》 EI 2008年第3期304-311,共8页
Many existing product family design methods assume a given platform, However, it is not an in-tuitive task to select the platform and unique variable within a product family. Meanwhile, most approaches are single-plat... Many existing product family design methods assume a given platform, However, it is not an in-tuitive task to select the platform and unique variable within a product family. Meanwhile, most approaches are single-platform methods, in which design variables are either shared across all product variants or not at all. While in multiple-platform design, platform variables can have special value with regard to a subset of product variants within the product family, and offer opportunities for superior overall design. An information theoretical approach incorporating fuzzy clustering and Shannon's entropy was proposed for platform variables selection in multiple-platform product family. A 2-level chromosome genetic algorithm (2LCGA) was proposed and developed for optimizing the corresponding product family in a single stage, simultaneously determining the optimal settings for the product platform and unique variables. The single-stage approach can yield im-provements in the overall performance of the product family compared with two-stage approaches, in which the first stage involves determining the best settings for the platform and values of unique variables are found for each product in the second stage. An example of design of a family of universal motors was used to verify the proposed method. 展开更多
关键词 product fainily multiple-platform genetic algorithm fuzzv clustering Shannon's entropy
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Voluntary Disclosure and the Type of Product Market Competition: Capacity vs. Price 被引量:1
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作者 Yong-Chul Shin 《Journal of Modern Accounting and Auditing》 2013年第4期505-526,共22页
This paper investigates empirically the effect of different types of product market competition on levels of voluntary disclosure of proprietary information in financial markets. The author proposes that there are two... This paper investigates empirically the effect of different types of product market competition on levels of voluntary disclosure of proprietary information in financial markets. The author proposes that there are two types of strategic interaction settings relevant to disclosure: capacity competition and price competition. Capacity competition drives firms to disclose more information to attain financial market valuation-related benefits, while price competition drives them to disclose less to protect long-term product market advantages. The author finds that the type of product market competition affects the level of voluntary disclosure over and above the finn's external financing needs documented in the previous literature. That is, firms engaged in capacity competition disclose relatively more information than those in price competition. Further analysis shows that capacity competition firms disclose more information than no-strategic-interaction benchmark firms but that price competition firms do not disclose less information than the benchmark firms. 展开更多
关键词 voluntary disclosure capacity competition price competition strategic interactions
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