Mining periodic patterns in sequence data

被引：0

作者：

Huang, KY ^{[1
]}

Chang, CH ^{[1
]}

机构：

[1] Natl Cent Univ, Dept Comp & Informat Engn, Chungli 320, Taiwan

来源：

DATA WAREHOUSING AND KNOWLEDGE DISCOVERY, PROCEEDINGS | 2004年 / 3181卷

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Periodic pattern mining is the problem that regards temporal regularity. There are many emerging applications in periodic pattern mining, including web usage recommendation, weather prediction, computer networks and biological data. In this paper, we propose a Progressive Timelist-Based Verification (PTV) method to the mining of periodic patterns from a sequence of event sets. The parameter min-rep, is employed to specify the minimum number of repetitions required for valid segment of non-disrupted pattern occurrences. We also describe partitioning approach to handle extra large/long data sequence. The experiments demonstrate good performance and scalability with large frequent patterns.

引用

页码：401 / 410

页数：10

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