【摘要】 提出一种基于人工免疫方法的关联规则提取算法,将人工免疫方法应用于关联规则的提取。本算法采取"随机并行搜索"策略,快速识别出候选关联规则,整个挖掘过程最后只需扫描数据库一遍,也不需生成大量的频繁项目集,从而提高关联规则挖掘的总体性能。更多还原

【Abstract】 In this paper,we introduce an algorithm for association rules mining base on immune algorithm。The algorithm make use of stochastic and simultaneous strategy in order to quickly mine preparatory association rules.We show that our algorithm require only one scan,regardless of the database size,and during our algorithm working,there are no a good deal of frequent itemsets,which make our algorithm work excellent.更多还原