[PDF] Top 20 An Efficient Algorithm for Hierarchical Online Mining of Association Rules

An Efficient Algorithm for Hierarchical Online Mining of Association Rules

... of association rules generated, while varying the confidence threshold mincon f, has been collected for three types of ...of rules generated is seen to decrease with increasing mincon f, as that ... See full document

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Strategies of an Efficient Algorithm PARM to Generate Association Rules Mining Technique Based on Spatial Data

... rule mining is one of the important problems in data ...of association rule mining was on market basket ...on association rule mining has been extended to more areas, such as multimedia ... See full document

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An Efficient Algorithm for Mining Coherent Association Rules

... proposed algorithm efficiently discovers all significant coherent rules between items in a large database of ...rule mining technique may generate too many candidate ...an efficient pruning ... See full document

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KNOWLEDGE EXTRACTION METHOD USING STOCHASTIC APPROACHES IN GOOGLE MAPS

... Pattern Mining involves applying data mining methods to large web data repositories to extract usage ...discovering rules in Web log data is to obtain information about the navigational behavior of ... See full document

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A COMPARATIVE STUDY OF CONVENTIONAL DATA MINING ALGORITHMS AGAINST MAP-REDUCE ALGORITHM

... first efficient algorithm for solving the association rule mining, and many of the forthcoming algorithms are based on this ...Such rules with high confidence and strong support are ... See full document

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AN EFFICIENT FDM-KC ALGORITHM FOR SECURE MINING IN HORIZONTALLY DISTRIBUTED DATABASES USING ASSOCIATION RULES

... In the literature we have studied the different methods proposed secure mining from large datasets.That goal defines a problem of secure multi-party computation. In such problems, there are M players that hold ... See full document

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Discovery of Fuzzy Hierarchical Association Rules

... a hierarchical fuzzy association rule mining algorithm for extracting implicit knowledge from multi-level dataset is ...data- mining technologies and multiple-level taxonomy to find ... See full document

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An Efficient Mining Algorithm for Determining Related Item Sets using Classification and Association Rules

... The Join Step: To find Lk, a set of candidate k-item-sets is generated by joining Lk-1 with itself. These set of candidates is represented as Ck. Let l1 and l2 are itemsets present in Lk- 1. The notation l[i][j] refers ... See full document

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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 ... See full document

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EFFECTIVE SECURE MINING OF ASSOCIATION RULE WITH SUBGROUP DISCOVERY IN HORIZONTALLY DISTRIBUTED DATABASES

... Distributed Mining (FDM) Algorithm which is an unsecured distributed version of the Apriori algorithm ...more efficient in terms of communication rounds, communication and computational ... See full document

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Secure Mining of Association Rules in Horizontally Distributed Databases

... Secure mining of association rules in horizontally distributed databases we propose aprotocol based on the Fast Distributed Mining (FDM) algorithm which is an unsecured distributed ... See full document

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Performance study and challenges for algorithms mining rare and correlated items in video dataset

... discussed mining sequential patterns in [3], as well as mining quantitative association rules in large relational tables in [4], while Bayardo considered efficiently mining long ... See full document

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Efficient mining of Positive and Negative Association Rules with weighted FP - Growth

... positive association rules using MSP and MCP ...rule mining problem, the search space is 6–20 times bigger than that of positive ...rule mining problem than that of positive rule mining ... See full document

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Mining & Optimization of Association Rules Using Effective Algorithm

... new algorithm for efficiently mining positive and negative association rules in databases and optimization of positive and negative association rule using genetic ...of mining ... See full document

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An Algorithm for Association Rules Mining using Apriori based on Genetic Algorithm

... and efficient methods for extracting the useful information from this huge amount of data is one of the key research areas in which most of the researchers are ...Therefore, efficient data techniques are ... See full document

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Indirect Positive and Negative Association Rules in Web Usage Mining

... the algorithm which based on the correlation and dual confidence, can mine the positive and negative association ...pruning rules with dual confidence result shows that given algorithm can ... See full document

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A Review on Mining Frequent Patterns and Association Rules Using Apriori Algorithm

... The algorithm [5] is designed to find associations in sets of data in a ...definitive algorithm for learning association ...(the algorithm attempts to load up the candidate set with as many as ... See full document

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Optimized Association Rule Mining with Maximum Constraints using Genetic Algorithm

... and efficient methods for extracting the useful information from this huge amount of data is one of the key research areas in which most of the researchers are ...Therefore, efficient data techniques are ... See full document

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A NOVEL RECOMMENDATION TECHNIQUE TO OVERCOME THE SPARSITY PROBLEM BASED ON THE COLLABORATIVE FILTERING

... The association mining rules apply on different clustering groups after that apply proposed algorithm to recommend the best items to the ...very efficient recommendation system with has ... See full document

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Improved Apriori Algorithm for Mining Association Rules

... The association rules were proposed by ...data mining [2] . The mining of association rules is to find the association rules with the minimum support and the ... See full document

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