UGC Approved Journal no 63975

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

Volume 5 Issue 7
July-2018
eISSN: 2349-5162

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

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Published Paper ID:
JETIRC006283


Registration ID:
184701

Page Number

1641-1648

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Title

AN INSIGHT INTO ASSOCIATION RULE MINING BASED ON GENETIC ALGORITHM

Abstract

Data mining is the process that results in the discovery of new patterns in large data sets. It utilizes methods at the intersection of artificial intelligence, machine learning, statistics, and database systems. The overall goal of the data mining process is to extract knowledge from an existing data set and transform it into a human-understandable structure. In data mining, association rule learning is a popular and well researched method for discovering interesting relations between variables in large databases. Association rules are usually required to satisfy a user-specified minimum support and a user-specified minimum confidence at the same time. Genetic Algorithm (GA) is a search heuristic that is routinely used to generate useful solutions to optimization and search problems. In previous, many researchers have proposed Genetic Algorithms for mining interesting association rules from quantitative data. In this paper we represent a survey of Association Rule Mining Using Genetic Algorithm. This paper provides the major advancement in the approaches for association rule mining using genetic algorithms.

Key Words

Data Mining, Association Rule, Genetic Algorithm

Cite This Article

"AN INSIGHT INTO ASSOCIATION RULE MINING BASED ON GENETIC ALGORITHM", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 7, page no.1641-1648, July-2018, Available :http://www.jetir.org/papers/JETIRC006283.pdf

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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

"AN INSIGHT INTO ASSOCIATION RULE MINING BASED ON GENETIC ALGORITHM", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 7, page no. pp1641-1648, July-2018, Available at : http://www.jetir.org/papers/JETIRC006283.pdf

Publication Details

Published Paper ID: JETIRC006283
Registration ID: 184701
Published In: Volume 5 | Issue 7 | Year July-2018
DOI (Digital Object Identifier):
Page No: 1641-1648
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162


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