Association Rules
Association Rules Mining in Vertically Distributed Databases
... behaviours. Association Rule mining is one of the important and well researched techniques of data ...of association rules in vertically distributed ...
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MRAR: Mining Multi-Relation Association Rules
... of association rules (ARs) named “Multi-Relation Association Rules ” which in contrast to primitive ARs (that are usually extracted from multi-relational databases), each rule item consists of ...
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A Tree based Approach for Generating Association Rules
... word association rules are if/then statements that help uncover relationships between the huge amount of data in a relational database or other information repository like warehouse ...an association ...
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Extended Symbolic Mining of Textures with Association Rules
... associations rules, which induces rules with only the class on the conse- quent ...of rules of the form A ⇒ B where consequent B al- ways consists only of the class, and features in the antecedent A ...
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Parallel Mining Association Rules in Calculation Grids
... of association rules appeared, after a study of some of these algorithms, we noticed that most of these algorithms usually require a high number of data scans and multi-phase of synchronizations and ...
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Mining Association Rules using Hash Table
... An association rule is an implication expression of the form A → B , where A and B are disjoint item sets, ...for association rules, minimum support and ...the rules which are not so ...
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Concise Representation of Multi-level Association Rules using MinMaxExact Rules
... Exact Rules from the Exact Basis Rules The Min-MaxExact approach and ReliableExact approach have proven that they can deduce all of the exact rules from their basis set ...redundant rules that ...
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Association Rules Mining: A Recent Overview
... Wang and Tjortjis [38] presented PRICES, an efficient algorithm for mining asso- ciation rules. Their approach reduces large itemset generation time, known to be the most time-consuming step, by scanning the ...
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An Efficient Approach for Extraction of Actionable Association Rules
... Traditional association mining often produces large numbers of association rules and sometimes it is very difficult for users to understand such rules and apply this knowledge to any business ...
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A Survey of the Application of Association Rules in Library Services
... This article summarizes the current research hotspots based on association rules reader behavior analysis, personalized recommendation, resource allocation and mobile library application[r] ...
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Ontology Based Post Mining of Association Rules
... Generalized Association Rules (GAR) ...Generalized Association Rules, the notion of raising was presented in ...ofgeneralizing rules (making rules more abstract) in order to ...
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Mining Association Rules from Clinical Narratives
... of association rules. When mining these rules we use some context information and small terminological lexicons to general- ize the extracted frequent ...ciation rules generated from 300,000 ...
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Evolving temporal association rules with genetic algorithms
... cyclic association rules are defined as rules that occur in user-defined intervals at regular periods throughout a ...mining association rules from partitions of the dataset and then ...
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Improved Apriori Algorithm for Mining Association Rules
... The association rules were proposed by ...of association rules is to find the association rules with the minimum support and the minimum confidence given by the user in the ...
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MINING ASSOCIATION RULES FROM XML DOCUMENT
... frequent association rules without imposing any a-priori restriction on the structure and the content of the rules; 2) store mined information in XML format; 3) use extracted knowledge to gain ...
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Web Usage Mining Using Association Rules
... of association rule include health insurance, fraudulent discovery and loss-leader analysis, telecommunication networks market and risk management, inventory control ...etc., Association rule mining aims at ...
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An Efficient Algorithm for Mining Coherent Association Rules
... useful association rules it is necessary to specify small support count ...of rules obtained which are difficult to ...uninteresting rules. Hence, association rule mining technique ...
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MRAR : mining multi relation association rules
... Multi-Relation Association Rules from directed graphs with labeled ...generate rules with several relations from heterogeneous ...Multi-Relation Association Rules are generated from ...
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An Enhanced Approach for Mining Association Rules with AMO
... Strong rules are generated for taking decisions over the large number of itemsets in the database by getting frequent items together instead of randomly generated ...some association rules from the ...
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Mining association rules for label ranking
... sociation rules for label ranking based on the APRIORI ...the rules that apply to an ...of association rules for classification, partial results clearly show that the method is making valid ...
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