UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 2
February-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1902069


Registration ID:
196788

Page Number

525-530

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Title

Analysis Of Parallel Apriori Algorithm With Respect To Reduce Time

Abstract

Data mining has gained wide spread usage & acceptance in the last decade. There are numerous tasks & fields in which data mining provides knowledge discovery solution one of the primary advents of data mining is determination of frequient of patterns or frequent patterns & their count. Another of data mining techniques are available for frequient pattern search but apriori algorithm is highly preferred & proved choice & caters to small as well as large data sets & database. This work is aimed at optimizing the time & space consumed by apriori algorithm without sacrificing the basic apriori construct by employing parallel computing services of matlab. Unlike other work carried to enhance apriori algorithm by modifying its iterations or traversal, our proposed system keeps the basic apriori proposal intact & enhance the apriori algorithm by using parallel computing to utilize all cores of the CPU or the network. The proposed work also support processing nodes spread over internet, thus various remote processing serves can handle users apriori search, thus improving user experience user modifier while monitoring apriori integrity.

Key Words

Frequient Patterns, Parallel Computing, Enhanced Apriori, Matlab Parallel Computing Server, Transactional Data Base Mining.

Cite This Article

"Analysis Of Parallel Apriori Algorithm With Respect To Reduce Time ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 2, page no.525-530, February-2019, Available :http://www.jetir.org/papers/JETIR1902069.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Analysis Of Parallel Apriori Algorithm With Respect To Reduce Time ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 2, page no. pp525-530, February-2019, Available at : http://www.jetir.org/papers/JETIR1902069.pdf

Publication Details

Published Paper ID: JETIR1902069
Registration ID: 196788
Published In: Volume 6 | Issue 2 | Year February-2019
DOI (Digital Object Identifier):
Page No: 525-530
Country: Jaipur, RAJASTHAN, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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