Non-Redundant Sequential Rules - Theory and Algorithm

• Main Authors: LO, David, KHOO, Siau-Cheng, WONG, Limsoon
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2009
• Subjects: Theoretical data mining; Frequent pattern mining; Sequential pattern mining; Sequential rules; Non-redundant rules; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/806; https://ink.library.smu.edu.sg/context/sis_research/article/1805/viewcontent/is09.pdf
• Institution: Singapore Management University

A sequential rule expresses a relationship between two series of events happening one after another. Sequential rules are potentially useful for analyzing data in sequential format, ranging from purchase histories, network logs and program execution traces. In this work, we investigate and propose a...