Mining Colossal Frequent Patterns by Core Pattern Fusion

• Main Authors: ZHU, Feida, YAN, Xifeng, HAN, Jiawei, YU, Philip S., CHENG, Hong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2007
• Subjects: Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/1007; https://ink.library.smu.edu.sg/context/sis_research/article/2006/viewcontent/MiningColossalFrequent_Patterns_2007.pdf
• Institution: Singapore Management University

Extensive research for frequent-pattern mining in the past decade has brought forth a number of pattern mining algorithms that are both effective and efficient. However, the existing frequent-pattern mining algorithms encounter challenges at mining rather large patterns, called colossal frequent pat...