广西民族大学学报:自然科学版2012,Vol.18Issue(1):45-49,5.
一种采用函数迭代运算的数据流挖掘方法
A Data Stream Mining Approach based on Function Iterative Operation
摘要
Abstract
In this paper,basing on the characteristics of data stream,we propose a mining approach which uses a method of function iterative to excavate the frequent itemsets hidden in the data stream.This algorithm only needs one scan over the data stream,and does't bring about any frequent candidate itemsets.The mining algorithm has the performance of a low time complexity.It also shows from our simulation experiment that this mining approach is effective and feasible for mining the data stream.关键词
数据挖掘/数据流/函数迭代/频繁项集Key words
data mining/data stream/function iterative operation/frequent itemset分类
信息技术与安全科学引用本文复制引用
管忆军,王勇,何德牛..一种采用函数迭代运算的数据流挖掘方法[J].广西民族大学学报:自然科学版,2012,18(1):45-49,5.基金项目
广西自然科学基金 ()
广西混杂计算与集成电路设计分析重点实验室 ()