[PDF][PDF] An overview of association rule mining algorithms

TA Kumbhare, SV Chobe - International Journal of Computer Science and …, 2014 - Citeseer
… There are various association rule mining algorithms. In this paper we have discussed
six association rule mining algorithms with their example: AIS, SETM, Apriori, Aprioritid, …

[PDF][PDF] Association rule mining: A survey

Q Zhao, SS Bhowmick - Nanyang Technological University …, 2003 - personal.ntu.edu.sg
… we will introduce association rule miningAssociation rule mining is a well explored research
area, we will only introduce some basic and classic approaches for association rule mining. …

[BOOK][B] Association rule mining: models and algorithms

C Zhang, S Zhang - 2002 - Springer
… The aim of this chapter is to develop techniques for identifying negative association rules
mining negative association rules is very different from that of mining positive association rules

[PDF][PDF] Association rules mining: A recent overview

S Kotsiantis, D Kanellopoulos - GESTS International Transactions on …, 2006 - eclass.hua.gr
… In this paper, we provide the preliminaries of basic concepts about association rule mining
and survey the list of existing association rule mining techniques. Of course, a single article …

Integrating classification and association rule mining

B Liu, W Hsu, Y Ma - … on knowledge discovery and data mining, 1998 - dl.acm.org
… In this paper, we propose to integrate these two mining techniques. The integration is done
by focusing on mining a special subset of association rules, called class association rules (…

A new approach to classification based on association rule mining

G Chen, H Liu, L Yu, Q Wei, X Zhang - Decision Support Systems, 2006 - Elsevier
… , based on an extended association rule mining technique in the context of … of rule generation;
third, incorporating strategies for avoiding rule redundancy and conflicts into the mining

Rapid association rule mining

A Das, WK Ng, YK Woon - … of the tenth international conference on …, 2001 - dl.acm.org
… Market basket analysis [3] or the mining of association rules is the most practical and
beneficial data mining technique to be used in electronic commerce. This is particularly …

[PDF][PDF] Integrating classification and association rule mining

B Ma, B Liu, Y Hsu - … on knowledge discovery and data mining, 1998 - cdn.aaai.org
rule mining there is one and only one pre-determined target, ie, the class. Both classification
rule mining and association rule mining … result if the two mining techniques can somehow be …

A survey on association rule mining

SK Solanki, JT Patel - 2015 fifth international conference on …, 2015 - ieeexplore.ieee.org
association rule mining is market-basket analysis. Applications of association rule mining are
stock analysis, web log mining, … Boolean and Fuzzy association rule mining such as Apriori, …

[PDF][PDF] Algorithms for association rule mining—a general survey and comparison

J Hipp, U Güntzer, G Nakhaeizadeh - ACM sigkdd explorations …, 2000 - dl.acm.org
… task of association rule mining. Actually, these algorithms are more or less described on their
own. In this paper we explain the fundamentals of association rule mining and moreover de…