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Title: :  A survey on a privacy preserving technique using k-means clustering algorithm
PaperId: :  7328
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 1 2018
DUI:    16.0415/IJARIIE-7328
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Falguni A. PatelGEC,MODASA
Prof. Chetna G. ChandGEC,MODASA

Abstract

Data Mining
Data Mining, Privacy Preserving, Clustering, Privacy Preserving Techniques, K-means clustering algorithm.
In many organizations large amount of data are collected. These data are sometimes used by the organizations for data mining tasks. However, the data collected may contain private or sensitive information which should be protected. Privacy protection is an important issue if we release data for the mining or sharing purpose. There are various techniques that protect the sensitive data with less information loss which increase data usability and also prevent the sensitive data for various types of attack. Various comprehensive experiments on real as well as synthetic datasets show that they are effective and provide moderate privacy .Clustering based noise techniques that not only preserve the privacy but also ensure effective data mining.

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IJARIIE Falguni A. Patel, and Prof. Chetna G. Chand. "A survey on a privacy preserving technique using k-means clustering algorithm" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 1 2018 Page 710-716
MLA Falguni A. Patel, and Prof. Chetna G. Chand. "A survey on a privacy preserving technique using k-means clustering algorithm." International Journal Of Advance Research And Innovative Ideas In Education 4.1(2018) : 710-716.
APA Falguni A. Patel, & Prof. Chetna G. Chand. (2018). A survey on a privacy preserving technique using k-means clustering algorithm. International Journal Of Advance Research And Innovative Ideas In Education, 4(1), 710-716.
Chicago Falguni A. Patel, and Prof. Chetna G. Chand. "A survey on a privacy preserving technique using k-means clustering algorithm." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 1 (2018) : 710-716.
Oxford Falguni A. Patel, and Prof. Chetna G. Chand. 'A survey on a privacy preserving technique using k-means clustering algorithm', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 1, 2018, p. 710-716. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_survey_on_a_privacy_preserving_technique_using_k_means_clustering_algorithm_ijariie7328.pdf (Accessed : 29 June 2018).
Harvard Falguni A. Patel, and Prof. Chetna G. Chand. (2018) 'A survey on a privacy preserving technique using k-means clustering algorithm', International Journal Of Advance Research And Innovative Ideas In Education, 4(1), pp. 710-716IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_survey_on_a_privacy_preserving_technique_using_k_means_clustering_algorithm_ijariie7328.pdf (Accessed : 29 June 2018)
IEEE Falguni A. Patel, and Prof. Chetna G. Chand, "A survey on a privacy preserving technique using k-means clustering algorithm," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 1, pp. 710-716, Jan-Feb 2018. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_survey_on_a_privacy_preserving_technique_using_k_means_clustering_algorithm_ijariie7328.pdf [Accessed : 29 June 2018].
Turabian Falguni A. Patel, and Prof. Chetna G. Chand. "A survey on a privacy preserving technique using k-means clustering algorithm." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 1 (29 June 2018).
Vancouver Falguni A. Patel, and Prof. Chetna G. Chand. A survey on a privacy preserving technique using k-means clustering algorithm. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : 29 June 2018]; 4(1) : 710-716. Available from: http://ijariie.com/AdminUploadPdf/A_survey_on_a_privacy_preserving_technique_using_k_means_clustering_algorithm_ijariie7328.pdf
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