Proceeding of

National Conference

on

Recent Trends in Mobile

and Cloud Computing

(NCRMC-2014)

17-18 December, 2014

 

as

A Special Issue of

International Journal of Computer Science and Applications

(ISSN:0974-1011)

Chief Patron

Shri Banwarilal Purohit 

Chairman,RCOEM

 

Shri Govindlal Agarwal

General Secretary, RCOEM

 

Patron

 

 Prof. Q.H.Jeevaji

Director, DMT, RCOEM

 

Dr. R.S. Pande

Principal,RCOEM

 

Conveners

Dr. M. B. Chandak

(Head, Dept. of CSE)

 

Co-convener

Dr. A. J. Agrawal

 

Organizing Committee

Prof. M. R. Wanjari

Prof. S. G. Mundhada

Prof. A.V. Buche

Prof. N. N. Tirpude

Prof. K. P. Khurana

Prof. D. A. Borikar

Prof. A. R. Raipurkar

Organized by

Description: RCOEM_Logo.png

Dept of Computer Science & Engineering,

Shri Ramdeobaba College of Engineering and Management, Nagpur 440013.

Website: www.rknec.edu

 

In association with

Description: logo.dept.science.gif

Department of Science & Technology

 

 

Editor

K. H. Walse

M.S.India

 

 

 

   
   
   
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
IJCSA ISSN: 0974-1011 (Online) >>    
Title:
A Survey on Various Strategies for Classification and Novel Class Detection of Data Streams
Author:

Rimjhim Singh and Dr. M. B. Chandak

 

Abstract

Data Stream: A continuous stream of raw data has to be converted into some intelligible form to extract meaningful information from it. Only then the data can be put to use. Handling real time data streams in data mining isn't easy and poses various challenges to researchers. It poses four main challenges namely, Infinite length, Concept-drift, Concept-evolution and Feature evolution. Various researchers have proposed various techniques for overcoming these difficulties. But major work has been done to handle infinite length and concept-drift in data streams only. The other two problems have not been tackled that efficiently. In this paper, we make an effort to list and summarize various strategies that have been proposed to overcome the above stated problems for efficiently making use of stream data.


2015 International Journal of Computer Science and Applications 

Published by Research Publications, India