[PDF] Top 20 A New Method for preserving privacy in Quantitative Association Rules using Genetic Algorithm
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A New Method for preserving privacy in Quantitative Association Rules using Genetic Algorithm
... hiding the sensitive association rule by decreasing the support of item on right hand side of the rule using genetic algorithm until confidence goes below minimum confidence”.. A genetic[r] ... See full document
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Privacy Preserving Data Mining Technique to Recover Association Rules Using Homomorphic Encryption Technique
... the privacy preserving data mining techniques are explored and a new technique for privacy preserving rule mining is ...the association rules securely. In order to mine ... See full document
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Privacy Preserving Data Mining Using Sanitizing Algorithm
... developed privacy protection laws and regulations to guard against private use of personal information, the existing laws and their conceptual foundations have become outdated because of changes in ...existing ... See full document
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Privacy Preserving Secure Mining of Association Rules in Relational Databases
... In privacy conservation distributed data mining, how the data is divided between different sites is very ...Third method is mixed partitioning where data is divided horizontally and then each part is ... See full document
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An Algorithm for Association Rules Mining using Apriori based on Genetic Algorithm
... a new generation of techniques for automated and intelligent database analysis ...of new and efficient methods for extracting the useful information from this huge amount of data is one of the key research ... See full document
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Title: Privacy Preserving and Secure Mining of Association Rules in Distributed Data Base
... the privacy of the individuals whose private data appear in those repositories is of paramount ...individuals. Privacy-preserving data mining [3] has been proposed as a paradigm of exercising data ... See full document
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PERFORMANCE ANALYSIS OF PRIVACY- PRESERVING MINING OF ASSOCIATION RULES FROM OUTSOURCED TRANSACTION DATABASES
... this method is robust against an adversarial attack based on the original items and their exact ...this privacy analysis is based on the assumption of equal likelihood of ...the privacy guarantees of ... See full document
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Secure Fast Distribution Mining of Association Rules in Horizontal Database
... of association rule ...mining method may discover after having analyzed the ...of privacy preserving and proposed an improvement of sensitive rule hiding to make it more accurate and ... See full document
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Improved Association Rule Hiding Algorithm for Privacy Preserving Data Mining
... Privacy preserving data mining is a new body of research focusing on the implications originating from the application of data mining algorithms to large public ...the privacy of knowledge ... See full document
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Evolving temporal association rules with genetic algorithms
... temporal association rules rely on identifying all itemsets that frequently occur throughout the ...a genetic algorithm [14] to mine frequent itemsets for temporal association ... See full document
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Presenting a Hiding Algorithm for Improving Privacy Preserving in Association Rule Mining
... the algorithm presented by ...sensitive rules is ...the algorithm DSRRC, this is only one element in their own right are rules that have to hide ...this method is considered. ADSRRC ... See full document
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Privacy Preserving Association Rule Mining of Mixed Partitioned Model in Distributed Database Environment
... protecting privacy of individuals in the ...of privacy preserving data mining techniques is discussed by the authors in [4] ...of preserving data mining techniques such as data distribution, ... See full document
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Improved Privacy Preserving Algorithm Based on Association Rule Mining
... and rules in the massive data. However, in the process of using general mining method, it is easy to leak privacy ...protecting privacy data is an urgent problem to solve in the field ... See full document
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Privacy Preserving Distributed Mining Technique of Association Rules on Horizontally Partitioned Data
... sensitive rules in transactional databases, our framework is built on an ...sensitive rules regardless of the number of association rules to be hidden: one scan to build an inverted index, and ... See full document
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Association Rules Extraction using Multi-objective Feature of Genetic Algorithm
... discovering association rules because the rules that GA found are usually more general due to its global search nature to find the set of items frequency and they are less complex than other ... See full document
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Privacy Preserving in Association Rule Mining
... hide association rules by decreasing or increasing support (or ...the new database, which lead them to suboptimal ...sensitive rules. Y-H Wu et al. [5] proposed method to reduce the ... 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
... the association rule with the use of heuristic ...the association rules and ...the algorithm will be analyzed and improved by reducing the side ...a method which can avoid the ... See full document
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A new method for selecting interesting association rules using genetic algorithm with multiple criteria
... obtained association rules in order to select a small set of the most interesting among ...discovered rules with the previous knowledge or beliefs of the user or expectation of their particular ... See full document
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INCORPORATION OF NEGOTIATION PROCESS INTO AN E COMMERCE PLATFORM TO INCREASE SALES
... Classification method of PPDM with secure multi-party computations was proposed by Animesh Tripathy and others ...and privacy can be increased by tree ...ID3 algorithm to create a decision tree and ... See full document
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Optimal Design and Benefit/Cost Analysis of Reservoir Dams by Genetic Algorithms Case Study: Sonateh Dam, Kordistan Province, Iran
... indicators using the fuzzy number and the relationship of indicators being taken into ...NWL, using a real hydropower plant as an example. A four-step method for optimizing the NWL of reservoirs on ... See full document
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