Low Cost Journal,Fast Paper Publication approved journal IJEDR(ISSN 2321-9939)
(International Peer Reviewed,Refereed, Indexed, Citation Open Access Journal)
ISSN: 2321-9939 | ESTD Year: 2013

Current Issue

For Authors


Indexing Partner

Research Area


Facts & Figures

Visitor Statistics

Paper Details
Paper Title
Analysis of clustering Algorithm for outlier Detection in Data Stream
  Hemaxi P. Jani,  Prof.D.J.Ramoliya

Outlier detection is an important data mining task, aiming at the discovery of elements that show significant diversion from the expected behavior. Data stream mining has poses different challenges for outlier detection like concept drift, huge size and evolutionary data from data streams. Clustering techniques for data stream which helps to create a similar group of data are used to cluster the similar data items in data streams and also used to detect the outliers from data stream, so they are called as cluster based outlier detection. Which provides advantages like less memory requirement, less time consumption and it results exact outliers. In data streams if an object does not obey the behavior of normal data object is called as outlier. We proposed a new framework for outlier detection in data streams, which is combination of Neighbour based outlier detection approach and clustering based approach for outlier detection in data streams which provides better output in terms of true outliers from data streams.

Keywords- application area of outlier detection; data stream; K-Means algorithm; outlier detection algorithm in data stream.
Publication Details
Unique Identification Number - IJEDR1602260
Page Number(s) - 1460-1463
Pubished in - Volume 4 | Issue 2 | June 2016
DOI (Digital Object Identifier) -   
Publisher - IJEDR (ISSN - 2321-9939)
Cite this Article
  Hemaxi P. Jani,  Prof.D.J.Ramoliya,   "Analysis of clustering Algorithm for outlier Detection in Data Stream", International Journal of Engineering Development and Research (IJEDR), ISSN:2321-9939, Volume.4, Issue 2, pp.1460-1463, June 2016, Available at :http://www.ijedr.org/papers/IJEDR1602260.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

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