On a mathematical relationship between the fixed point and the closed itemset in association rule mining

Tianrui Li; Da Ruan; Tianmin Huang; Yang Xu; Nadia Messaoudi

On a mathematical relationship between the fixed point and the closed itemset in association rule mining

Tianrui Li, Da Ruan, Tianmin Huang, Yang Xu, Nadia Messaoudi

Research output › peer-review

Abstract

Association rule mining is an important research topic in knowledge discovery and data mining. Recent promising research on association rule mining is however mainly to mine the fixed point and closed itemset in association rule mining. To mine all frequent closed itemsets is equal to build the fixed point lattice and mine its all points that satisfy support constraints. We further propose a new method for visualization of association rules based on the generalized association rule base.

Original language	English
Pages (from-to)	69-79
Journal	International Journal of Mathematics and Analysis
Volume	1
Issue number	1
State	Published - Jan 2006

Cite this

@article{7d8ae58325d346329066467fb0bc3146,

title = "On a mathematical relationship between the fixed point and the closed itemset in association rule mining",

abstract = "Association rule mining is an important research topic in knowledge discovery and data mining. Recent promising research on association rule mining is however mainly to mine the fixed point and closed itemset in association rule mining. To mine all frequent closed itemsets is equal to build the fixed point lattice and mine its all points that satisfy support constraints. We further propose a new method for visualization of association rules based on the generalized association rule base.",

keywords = "data mining, association rule, fixed point, lattice",

author = "Tianrui Li and Da Ruan and Tianmin Huang and Yang Xu and Nadia Messaoudi",

note = "Score = 10",

year = "2006",

month = jan,

language = "English",

volume = "1",

pages = "69--79",

journal = "International Journal of Mathematics and Analysis",

issn = "0973-3604",

number = "1",

}

TY - JOUR

T1 - On a mathematical relationship between the fixed point and the closed itemset in association rule mining

AU - Li, Tianrui

AU - Ruan, Da

AU - Huang, Tianmin

AU - Xu, Yang

A2 - Messaoudi, Nadia

N1 - Score = 10

PY - 2006/1

Y1 - 2006/1

N2 - Association rule mining is an important research topic in knowledge discovery and data mining. Recent promising research on association rule mining is however mainly to mine the fixed point and closed itemset in association rule mining. To mine all frequent closed itemsets is equal to build the fixed point lattice and mine its all points that satisfy support constraints. We further propose a new method for visualization of association rules based on the generalized association rule base.

AB - Association rule mining is an important research topic in knowledge discovery and data mining. Recent promising research on association rule mining is however mainly to mine the fixed point and closed itemset in association rule mining. To mine all frequent closed itemsets is equal to build the fixed point lattice and mine its all points that satisfy support constraints. We further propose a new method for visualization of association rules based on the generalized association rule base.

KW - data mining

KW - association rule

KW - fixed point

KW - lattice

UR - http://ecm.sckcen.be/OTCS/llisapi.dll/open/ezp_33593

UR - http://knowledgecentre.sckcen.be/so2/bibref/3717

M3 - Article

SN - 0973-3604

VL - 1

SP - 69

EP - 79

JO - International Journal of Mathematics and Analysis

JF - International Journal of Mathematics and Analysis

IS - 1

ER -