[PDF] Top 20 A Hybrid Algorithm for Association Rule Hiding using Representative Rule

A Hybrid Algorithm for Association Rule Hiding using Representative Rule

... a Hybrid algorithm is proposed that uses the combination of ISL and DSR technique and hides the association rules by modifying the database transactions so that the confidence of the ... See full document

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Sensitive Association Rule Hiding using Hybrid Algorithm in Incremental Environment

... RHID algorithm used for incremental environment with some changes like using hybrid privacy preserving algorithm (combination of ISL and DSR) instead of MDSRRC and ARM for generating ... See full document

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Development of an Association Rule Hiding Algorithm for Privacy Preserving in Market Basket Databases

... of Rule (RRLR) was discovered for sensitive association rule ...of Rule Cluster (DSRRC) and Advanced Decreased Support of Right Hand Side item of Rule Cluster ...sensitive ... See full document

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IJCSMC, Vol. 4, Issue. 5, May 2015, pg.349 – 357 RESEARCH ARTICLE A Research on Privacy Preserving Data Mining Using Heuristic Approach

... data. Association rule mining aims to discover dependency relationships across ...information. Association rule hiding is one of the techniques of privacy preserving data mining to ... See full document

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Direct and Indirect Discrimination Prevention Approach using Association Rule Hiding

... for association rule ...the association rules containing sensitive items either in the left or in the right from the set of all association rules generated from a ...in representative ... See full document

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A Hybrid Web Recommendation System Based on the Improved Association Rule Mining Algorithm

... In this method, quantitative weight is assigned to each page according to amount of time the user spends on that page or the frequency of visiting that page [16]. Gener- ally while recommending the data there is a ... See full document

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Efficient Mining and Hiding of Sensitive Association Rule

... APRIORI ALGORITHM Apriori is a classic algorithm for learning association ...Apriori Algorithm is the most well-known association rule algorithm and it is used in most ... See full document

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Tabu Search based Association Rule Hiding

... models. Hiding sensitive association rule is an important research problem in privacy preserving data ...Sensitive association rules are protected by modifying the sensitive items in the ... See full document

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Predictive Analytics Using Rule Based Classification And Hybrid Logistic Regression(HLR) Algorithm For Decision Making

... disease using different data mining and machine learning ...Heart Association reveal that 65 % of people with diabetes are facing heart disease mainly type 2 ...wrapper algorithm in random forest and ... See full document

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ASSOCIATION RULE HIDING OVER DATA STREAMS

... Abstract. Association rule mining is used in various ...which association rule mining over data streams and association rule hiding for traditional databases are ...stream ... See full document

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Prediction of Co-Morbid Conditions Associated with Diabetes using Split and Merge Algorithm

... quantitative association rule mining and summarization techniques in Electronic Medical Records ...a hybrid summarization technique, which leverages rule criteria using the genetic ... See full document

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HYBRID DIMENSION MINING BY FUZZY ASSOCIATION RULE

... Mining hybrid dimension fuzzy association rule is one of the important processes in data mining ...Apriori algorithm concerned with handling single level, single dimensional association ... See full document

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Improved Association Rule Hiding Algorithm for Privacy Preserving Data Mining

... The data mining technologies have been an important technology for discovering previously unknown and potentially useful information from large data sets or databases. They can be applied to various domains, such as Web ... See full document

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A Database Sanitizing Algorithm for Hiding Sensitive Multi-Level Association Rule Mining

... a rule hiding algorithm that correlates sensitive association rules and transactions by using a graph to effectively select the proper item for ...The algorithm can completely ... See full document

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Survey on privacy preserving association rule hiding in data mining

... C. Condensation approach based PPDM Condensation approach constructs constrained clusters in dataset and then generates fake data from the statistics of these clusters It is called as condensation because of its approach ... See full document

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A Survey on Sanitizing Methods in Association Rule Hiding Technique

... Privacy preserving data mining (PPDM) is a dynamic research area in Data Mining (DM), where DM algorithms are analyzed and compared the impacts which occur in data privacy. The aim of PPDM is to transform the existing ... See full document

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A Survey on Association Rule Hiding Methods

... the association rules ...sanitization algorithm over frequent item sets by selecting hiding strategy and identifying sensitive frequent items sets according to sensitive association ...by ... See full document

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Improved Cuckoo Optimization Algorithm for Association Rule Hiding

... for association rule hiding in big data. The appropriate hiding level of each association rule was specified by using a membership degree in fuzzy ...A rule was ... See full document

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An Experimental Analysis on Information Hidin...

... Sometimes companies involved in the similar business are often willing to cooperate each other so that they can perform data mining to extract knowledge from combined datasets. Generally the main objective behind such ... See full document

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Presenting a Hiding Algorithm for Improving Privacy Preserving in Association Rule Mining

... the algorithm presented by ...the algorithm DSRRC, this is only one element in their own right are rules that have to hide ...ADSRRC algorithm, the number of missing rules too ... See full document

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