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Intelligent Indexing Algorithm for the Association Rules of a Multi-Layer Distributed Database

机译:多层分布式数据库关联规则的智能索引算法

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摘要

In order to improve the retrieval ability of multi-layer distributed database association rules, a multi-layer distributed database association rule intelligent indexing method based on fuzzy correlation cluster analysis is proposed. The feature reconstruction of multi-layer distributed database association rules is carried out by the phase-space reconstruction method, the discrete fusion of multi-layer distributed database association rules is carried out by the rough set feature matching method, the association rule feature quantity mining and the statistical regression analysis are carried out in the multi-layer distributed database, the multi-layer distributed database association rules are extracted by the multi-grid partitioning method, and the key information index model of multi-layer distributed database association rules is established. The simulation results show that the multi-layer distributed database association rule intelligent index has a high fusion degree and high accuracy.
机译:为了提高多层分布式数据库关联规则的检索能力,提出了一种基于模糊相关聚类分析的多层分布式数据库关联规则智能索引方法。通过相位空间重建方法执行多层分布式数据库关联规则的特征重建,通过粗糙集特征匹配方法执行多层分布式数据库关联规则的离散融合,关联规则特征匹配并且统计回归分析在多层分布式数据库中执行,通过多网格分区方法提取多层分布式数据库关联规则,并且建立了多层分布式数据库关联规则的密钥信息索引模型。仿真结果表明,多层分布式数据库关联规则智能索引具有高融合程度和高精度。

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