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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
Dept of Computer Science &
Engineering,
Shri Ramdeobaba College of
Engineering and Management, Nagpur – 440013.
Website:
www.rknec.edu
In association with
Department of Science & Technology
Editor
K. H. Walse
M.S.India
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IJCSA ISSN: 0974-1011 (Online)
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Title: |
A Survey on Various
Strategies for Classification and Novel Class Detection of Data
Streams |
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Author: |
Rimjhim Singh and Dr. M. B. Chandak |
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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. |
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©2015 International Journal of
Computer Science and Applications
Published by Research
Publications, India |
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