Hiding Sensitive Association Rules with Limited Side Effects

Abstract:
Data mining techniques have been widely used in various applications. However, the misuse of these techniques may lead to the disclosure of sensitive information. Researchers have recently made efforts at hiding sensitive association rules. Nevertheless, undesired side effects, e.g., non-sensitive rules falsely hidden and spurious rules falsely generated may be produced in the rule hiding process. In this paper, we present a nov ....etc

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Optimized Distributed Association Rule Mining
IEE Distributed Systems online Vol. 5, No. 3, March 2004
Language: Java

Abstract:
Association rule mining is an active data mining research area. However, most ARM algorithms cater to a centralized environment. In contrast to previous ARM algorithms, ODAM is a distributed algorithm for geographically distributed data sets that reduces communication costs. Modern organizations are geographically distributed. Typically, each site locally stores its ever-increasing amount of day-to-day da ....etc

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to get information about the topic hiding sensitive association rules with limited side effects source code full report ppt and related topic refer the page link bellow

http://seminarsprojects.net/Thread-hiding-sensitive-association-rules-with-limited-side-effects

http://seminarsprojects.net/Thread-a-novel-algorithm-for-hiding-sensitive-frequent-itemsets?pid=7689&mode=threaded ....etc

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I am doing work on generating frequent item sets using xml transaction data.

Please send me any relevant code. ....etc

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I need flow of modules and module for this project. I need a detailed description and implementation for the project ....etc

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Hardware enhanced association rule mining with Hashing and Pipelining

Abstract

Data mining techniques have been widely used in various applications. One of the most important data mining applications is association rule mining.
Apriori-based association rule mining in hardware, one has to load candidate itemsets and a database into the hardware.
Since the capacity of the hardware architecture is fixed, if the number of candidate itemsets or the number of items in the database is la ....etc

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HARDWARE ENHANCED ASSOCIATION RULE MINING WITH HASHING AND PIPELINING - KNOWLEDGE AND DATA ENGINEERING

Data mining techniques have been widely used in various applications. One of the most important data mining applications is association rule mining.

Apriori-based association rule mining in hardware, one has to load candidate item sets and a database into the hardware.

Since the capacity of the hardware architecture is fixed, if the number of candidate item sets or the number of items in the database is larger than the hardware capa ....etc

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to get information about the topic Hardware enhanced association rule mining with Hashing and Pipelining full report ppt and related topic refer the page link bellow

http://seminarsprojects.net/Thread-hardware-enhanced-association-rule-mining-with-hashing-and-pipelining-knowledge-and

http://seminarsprojects.net/Thread-hardware-enhanced-association-rule-mining-with-hashing-and-pipelining-full-report

http://seminarsprojects.net/Thread-hardware-enhanced-association-rule-mining-with-hashing-and-pipelining-reference-htt ....etc

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to get information about the topichadware enhanced association rule minig using hash based and pipelinedrefer the page link bellow
http://seminarsprojects.net/Thread-hardware-enhanced-association-rule-mining-with-hashing-and-pipelining-knowledge-and

http://seminarsprojects.net/Thread-hardware-enhanced-association-rule-mining-with-hashing-and-pipelining-full-report ....etc

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i m working on mining association rule from xml document using xquery .
i m not able to find association rule using xquery i m using fp growth algo. plz give me the suggestion for how i finding the assocition rule using xquery and tell the xquery also for that the complete procedure ....etc

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