IJEDR(ISSN 2321-9939)
INTERNATIONAL JOURNAL OF ENGINEERING DEVELOPMENT AND RESEARCH
(International Peer Reviewed, Open Access Journal )
ISSN: 2321-9939

Current Issue

For Authors

Archives

Indexing Partner

Research Area

LICENSE

Facts & Figures

Visitor Statistics


Paper Details
Paper Title
Privacy Preserving in Data stream classification using different proposed Perturbation Methods
Authors
  Kiran Patel,  Hitesh Patel,  Parin Patel

Abstract
Data mining is extracts valuable knowledge from large amounts of data. Recently, data streams are emerging as a new type of data, which are different from traditional static data. The characteristics of data streams are: Data has timing preference; data distribution changes constantly with time; the amount of data is enormous; Data flows in and out with fast speed; and immediate response is required. Traditional algorithm is designed for the static database. If the data changes, it would be necessary to rescan the database, which leads to more computation time and inability to promptly respond to the user. The issue of privacy- preserving data mining has widely been studied and many techniques have been proposed. However, existing techniques for privacy-preserving data mining are designed for traditional static databases and are not suitable for data streams. So the privacy preservation issue of data streams mining is very important issue. We proposed methods and algorithms which extends the existing process of data streams classification to achieve privacy preservation.

Keywords- MOA, Data Stream, Weka, Data perturbation
Publication Details
Unique Identification Number - IJEDR1402224
Page Number(s) - 2711-2714
Pubished in - Volume 2 | Issue 2 | June 2014
DOI (Digital Object Identifier) -   
Publisher - IJEDR (ISSN - 2321-9939)
Cite this Article
  Kiran Patel,  Hitesh Patel,  Parin Patel,   "Privacy Preserving in Data stream classification using different proposed Perturbation Methods", International Journal of Engineering Development and Research (IJEDR), ISSN:2321-9939, Volume.2, Issue 2, pp.2711-2714, June 2014, Available at :http://www.ijedr.org/papers/IJEDR1402224.pdf
Share This Article


Article Preview

ISSN Details



DOI Details



Providing A digital object identifier by DOI
How to get DOI?

For Reviewer /Referral (RMS)

Important Links

NEWS & Conference

Digital Library

IJEDR RMS

Our Social Link

Open Access

This material is Open Knowledge
This material is Open Data
This material is Open Content
© Copyright 2019 IJEDR.ORG All rights reserved