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Association Rules Mining

Cyclic Association Rules Mining under Constraints

Cyclic Association Rules Mining under Constraints

... of association rules ...cyclic association rules, in order to discover correlations among items characterized by regular cyclic variation ...generated rules which are not meeting the ...

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One scan is enough: Optimising association rules mining

One scan is enough: Optimising association rules mining

... the association rules mining ...the association rules mining process by reducing the number of passes over the database to just one and thus increasing the ...the ...

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DARM: Decremental Association Rules Mining

DARM: Decremental Association Rules Mining

... sets mining plays an important role in association rules ...discovered rules when new transactions are added, little work is done for maintaining the discov- ered rules when some ...

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Penguins Search Optimisation Algorithm for Association Rules Mining

Penguins Search Optimisation Algorithm for Association Rules Mining

... the association rules mining problem to facili- tate efficient exploration of the solution ...generated rules. The rules that satisfy the maximum accepted overlap will be evalu- ated ...

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Association Rules Mining in Vertically Distributed Databases

Association Rules Mining in Vertically Distributed Databases

... Association rule is very important tool for mining process it has two special characteristics first one is support and another is confidence. Support gives total number of transactions of any particular ...

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association rules mining using Heavy itemsets COMAD2005

association rules mining using Heavy itemsets COMAD2005

... of association rules, often in thousands or even ...the association rules are sometimes very ...complex association rules, thereby limiting the usefulness of the data ...

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association rules mining using heavy itemsets DKE2007

association rules mining using heavy itemsets DKE2007

... well-known association rule mining algorithms ...of rules generated on these ...of association rules ...generated association rules; e.g., prefer general ...

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Mining Association Rules. Mining Association Rules. What Is Association Rule Mining? What Is Association Rule Mining? What is Association rule mining

Mining Association Rules. Mining Association Rules. What Is Association Rule Mining? What Is Association Rule Mining? What is Association rule mining

... in D Divide D into n Non- overlapping partitions Find frequent itemsets local to each partition (parallel alg.) Combine results to form a global set of candidate itemset Find g[r] ...

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Association Rules Mining for Business Intelligence

Association Rules Mining for Business Intelligence

... Data mining could disclose new implicit knowledge about individual or groups that could be against privacy policies, especially if there is potential dissemination of discovered ...

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Association Rules Mining: A Recent Overview

Association Rules Mining: A Recent Overview

... data mining techniques, generalized association rule mining with taxonomy, is potential to discover more useful knowledge than ordinary flat association rule mining by taking ...

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Mining Association Rules for User Recommendation of E-Commerce Websites

Mining Association Rules for User Recommendation of E-Commerce Websites

... of mining association rules in databases was first introduced in 1993 by Agrawal ...introduction, Association Rules Mining (ARM) [1] has become one of the core data mining ...

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A Survey on Frequent Itemset Mining with Association Rules

A Survey on Frequent Itemset Mining with Association Rules

... itemset mining became an extensive researched area, and hence quicker and speedier algorithms have been ...basic association rules mining, but also in association rules ...

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New evolutionary algorithms for mining interesting association rules

New evolutionary algorithms for mining interesting association rules

... for mining a re- duced set of positive BARs. The generated rules are interesting, easy to understand and maximize two objectives performance and ...generated rules and to store all the non-dominated ...

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Secure Mining of Association Rules in Horizontally Distributed Databases

Secure Mining of Association Rules in Horizontally Distributed Databases

... secure mining of association rules in horizontally distributed ...Distributed Mining (FDM) algorithm which is an unsecured distributed version of the Apriority ...

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Use of Domain Knowledge for Fast Mining of Association Rules

Use of Domain Knowledge for Fast Mining of Association Rules

... describe association rule mining and apriori algorithm for mining of association ...data mining. Section 4 describes the relevance of association rule mining in university ...

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A Survey on Data Mining Association Rules By Effective Algorithms

A Survey on Data Mining Association Rules By Effective Algorithms

... Data mining is a process used by companies to turn raw data into useful ...Data Mining technique, to build a concise model that can be used to predict the class of records whose class label is not ...known. ...

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MRAR: Mining Multi-Relation Association Rules

MRAR: Mining Multi-Relation Association Rules

... of mining multi-level association rules was first introduced in ...find rules at single concept level. Mining association rules at multiple concept levels may lead to the ...

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MINING ASSOCIATION RULES IN LARGE DATABASES

MINING ASSOCIATION RULES IN LARGE DATABASES

... Data mining uses a technique of Association Rule Mining to generate rules in an efficient ...way. Association rule learning is a popular and well researched method for discovering ...

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Mining & Optimization of Association Rules Using Effective Algorithm

Mining & Optimization of Association Rules Using Effective Algorithm

... efficiently mining positive and negative association rules in databases and optimization of positive and negative association rule using genetic ...of mining rules, and have used ...

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Secure Mining of Association Rules in  Horizontally Distributed Databases

Secure Mining of Association Rules in Horizontally Distributed Databases

... secure mining of association rules in horizontally distributed databases that improves significantly upon the current leading protocol [18] in terms of privacy and ...

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