A Study on Improved Eclat Data Mining Algorithm

摘要：

An introduction on the algorithm Apriori and FPgrowth is given. And their advantages and disadvantages are pointed out. The rule of mining transaction databases has two common formats, horizontal layout and vertical layout. Normally, algorithm using vertical database layout is often superior to those using horizontal layout. A new Eclat algorithm was brought out, which is an improvement of Eclat and show good performance with a lot of datasets.

关键词： Data-mining Eclat Frequent item-sets

作者: Zhifang LI Xiufang LIU Xu CAO

作者单位: Baoding Vocational and Technical College, Hebei Province, China

会议类型: 国际会议

会议名称: 2011 International Conference on Mechatronics and Materials Processing(2011年机电一体化与材料加工国际会议 ICMMP)

会议地点: 广州

会议语种:英文

页码: 1896-1899

在线出版日期: 2011-11-18（万方平台首次上网日期，不代表论文的发表时间）