[PDF] Top 20 ASSOCIATION RULE HIDING OVER DATA STREAMS
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ASSOCIATION RULE HIDING OVER DATA STREAMS
... advantage over other competitors, these companies decide to coopera- tively conduct association rule mining on their data- sets for their mutual ...own data (sensitive ... See full document
10
Association Rule Generation in Data Streams using FP-Growth and APRIORI MR Algorithms
... about data streams. He discussed how to relate variant data mining technologies to data streams for supportive and unknown data ...discussed data stream clustering, ... See full document
8
Improved Cuckoo Optimization Algorithm for Association Rule Hiding
... of data to the release of trustworthy confidential ...as data sanitization. The main intention of data sanitization is to minimize the degree of data ...sensitive rule can be secreted ... See full document
6
Hiding Sensitive Data Item Using Association Rule MiningSatish Choudhary1, Arvind Upadhyay2
... mining association rules over market basket data [1] is considered a core knowledge discovery ...by association rule mining for item discovering correlations that belonging to customer ... See full document
9
Efficient Mining and Hiding of Sensitive Association Rule
... by hiding sensitive association rules which are generated by applying improved Apriori algorithm on supermarket ...sensitive rule without producing any side ... See full document
6
Tabu Search based Association Rule Hiding
... preserving data mining is a new research area in the field of data mining which mainly deals with the side effects of the data mining ...in data mining research. A primary constraint of ... See full document
7
A Survey on Sanitizing Methods in Association Rule Hiding Technique
... 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 ...the data and knowledge remains ... See full document
6
Direct and Indirect Discrimination Prevention Approach using Association Rule Hiding
... in data mining. Association rule hiding is a privacy preservation technique that can be used to hide sensitive items for ensuring safety from privacy ...ones. Data mining methods like ... See full document
9
A Survey on New Techniques Over Data Streams
... Ke-Chung Lin [17] proposed improved frequent pattern (IFP) growth method for mining association rules. IFPgrowth employs an address- table structure to lower the complexity of searching in each node in an FP- ... See full document
8
Presenting a Hiding Algorithm for Improving Privacy Preserving in Association Rule Mining
... In 2012, in another article Komal Shah and colleagues [27] algorithm corrects DSRRC and called it their ADSRRC. The article stated that the disadvantage of the algorithm is to choose the transaction DSRRC to change, ... See full document
10
Sensitive Association Rule Hiding using Hybrid Algorithm in Incremental Environment
... part, hiding is done using template table T by choosing the templates and calculating the support count of these templates from the new database ...this hiding process we get new sanitized database ... See full document
5
An Experimental Analysis on Information Hidin...
... Privacy-preserving data mining can be applied in different ...the association rule mining domain. The goal of association rule mining is to find (in databases) all patterns based on ... See full document
7
A Survey on Association Rule Hiding Methods
... Association rule hiding is an important concept in the area of privacy preserving data ...the association rule mining ...of hiding sensitive association rules by ... See full document
6
A Hybrid Algorithm for Association Rule Hiding using Representative Rule
... the data is that the data is altered in such a way that the mining result is not affected or affected minimally [4], like cryptography-based techniques which allow users access to only a subset of ... See full document
6
IJCSMC, Vol. 4, Issue. 5, May 2015, pg.349 – 357 RESEARCH ARTICLE A Research on Privacy Preserving Data Mining Using Heuristic Approach
... applies data modification that may have minimal impact on the quality to accommodate the hiding sensitive ...performed over the original database in order to protect sensitive ... See full document
9
Survey on privacy preserving association rule hiding in data mining
... fake data from the statistics of these clusters It is called as condensation because of its approach of using condensed statistics of the clusters to generate fake ...the data, such that it is guaranteed ... See full document
8
Privacy Preserving Data Mining based on Ant Colony Optimization
... the data. After performing association rule mining in during thresholds minsub and minconf, get a set of association rules, denoted as AR, among which a subset SR of AR contains rules which ... See full document
5
Improved Association Rule Hiding Algorithm for Privacy Preserving Data Mining
... preserving data mining (PPDM) is considered to maintain the privacy of data and knowledge extracted from data ...of data, while protecting sensitive data or ...preserve data ... See full document
6
Implementation of Reed Solomon Algorithm over Data Hiding in Video Streams
... The hiding of data in encrypted media is a new topic that has emerged an attention because of the privacy- preserving requirements from cloud data ...based hiding, an algorithm is used to ... See full document
7
Approaches of Privacy Preservation in Data Mining
... In data mining many techniques are there for providing privacy to the data. Using hybrid can give better result. In[24] author has used genetic algorithm and PSO. Genetic algorithm when implemented with ... See full document
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