Title :
A Framework of Numerical Basket Analysis
Author :
Washio, Takashi ; Fujimoto, Atsushi ; Motoda, Hiroshi
Author_Institution :
Osaka University
Abstract :
Basket Analysis is mathematically characterized and extended to search families of sets in this paper. These theories indicate the possibility of various new approaches of data mining. We demonstrate the potential through proposal of a novel approach QARMINT. It performs complete mining of generic QARs within a low time complexity which has not been well addressed in the past work. Its performance evaluation shows high practicality.
Keywords :
Algorithm design and analysis; Association rules; Chromium; Conferences; Data analysis; Data mining; Frequency measurement; Internet; Itemsets; Lattices;
Conference_Titel :
Applications and the Internet Workshops, 2005. Saint Workshops 2005. The 2005 Symposium on
Print_ISBN :
0-7695-2263-7
DOI :
10.1109/SAINTW.2005.1620044
