Add to ORKGIn order to improve privacy preservation and accuracy, we present a new association rule mining scheme based on data distortion. It consists of two steps: First, the original data are distorted by a new randomization method. Then, the mining algorithm is implemented to find frequent itemsets from the distorted data, and generate association rules. With reasonable selection for the random parameters, our scheme can simultaneously provide a higher privacy preserving level to the users and retain a higher accuracy in the mining results.http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000232722500187&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=8e1609b174ce4e31116a60747a720...
Abstract Data mining is the process of extracting patterns from data. Data mining is seen as an inc...
Privacy preserving data mining (PPDM) is a novel research direction to preserve privacy for sensitiv...
Privacy preservation data mining is novel research area where data mining algorithms are analyzed fo...
With the growing advancement in technology, amount of data generated is constantly increasing thus l...
With the growing advancement in technology, amount of data generated is constantly increasing thus l...
Privacy preservation is one of the most important topics in data mining. The purpose is to discover ...
Data mining services require accurate input data for their results to be meaningful, but privacy con...
Abstract Data mining services require accurate input data for their results to be meaningful, but ...
Data mining services require accurate input data for their results to be meaningful, but privacy con...
Abstract. Data mining services require accurate input data for their results to be meaningful, but p...
Data mining is the process of extracting hidden patterns from data. As more data is gathered, with t...
There has been increasing interest in the problem of building accurate data mining models over aggre...
Abstract Data mining is the process of extracting patterns from data. Data mining is seen as an inc...
Data mining is the computer oriented process to evaluate vast database and extract the meaning of th...
In recent years, data mining is a popular analysis tool to extract knowledge from collection of larg...
Abstract Data mining is the process of extracting patterns from data. Data mining is seen as an inc...
Privacy preserving data mining (PPDM) is a novel research direction to preserve privacy for sensitiv...
Privacy preservation data mining is novel research area where data mining algorithms are analyzed fo...
With the growing advancement in technology, amount of data generated is constantly increasing thus l...
With the growing advancement in technology, amount of data generated is constantly increasing thus l...
Privacy preservation is one of the most important topics in data mining. The purpose is to discover ...
Data mining services require accurate input data for their results to be meaningful, but privacy con...
Abstract Data mining services require accurate input data for their results to be meaningful, but ...
Data mining services require accurate input data for their results to be meaningful, but privacy con...
Abstract. Data mining services require accurate input data for their results to be meaningful, but p...
Data mining is the process of extracting hidden patterns from data. As more data is gathered, with t...
There has been increasing interest in the problem of building accurate data mining models over aggre...
Abstract Data mining is the process of extracting patterns from data. Data mining is seen as an inc...
Data mining is the computer oriented process to evaluate vast database and extract the meaning of th...
In recent years, data mining is a popular analysis tool to extract knowledge from collection of larg...
Abstract Data mining is the process of extracting patterns from data. Data mining is seen as an inc...
Privacy preserving data mining (PPDM) is a novel research direction to preserve privacy for sensitiv...
Privacy preservation data mining is novel research area where data mining algorithms are analyzed fo...