Parallel TID-based frequent pattern mining algorithm on a PC Cluster and grid computing system

• Published in: Expert systems with applications Vol. 37; no. 3; pp. 2486 - 2494
• Main Authors: Yu, Kun-Ming, Zhou, Jiayi
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 15.03.2010
• Subjects: Association rules; Cluster computing; Data mining; Frequent pattern mining; Grid computing; Frequent pattern mining; Grid computing; Association rules; Data mining; Cluster computing

The mining of frequent patterns from transaction-oriented databases is an important subject. Frequent patterns are fundamental in generating association rules, time series, etc. Most frequent pattern mining algorithms can be classified into two categories: generate-and-test approach (Apriori-like) a...