A Two step optimized spatial Association rule Mining Algorithm by hybrid evolutionary algorithm and cluster segmentation.

Dr. J.Arunadevi

A Two step optimized spatial Association rule Mining Algorithm by hybrid evolutionary algorithm and cluster segmentation.

Dr. J.Arunadevi * § MCA.,M.Phi.,Ph.D( Comp.Sci.), MBA

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§ Thiagarajar School of Management

A Two step optimized spatial Association rule Mining Algorithm by hybrid evolutionary algorithm and cluster segmentation.

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Abstract

A novel two step approach by adopting hybrid evolutionary algorithm with cluster segmentation for Spatial Association Rule mining (SAR) is presented in this paper.Here first step concentrates on the optimization of SAR using the hybrid evolutionary algorithm which uses genetic algorithm and ant colony optimization (ACO). Multi objective genetic algorithm is used to provide the diversity of associations. ACO is performed to come out of local optima. In the second step, cluster the generated association rules used for the target group segmentation. Preferential based segmentation of the women of various groups belongs to the Madurai city, Tamilnadu, India. Here, number of rules generated by the first step of our SAR is minimized, also time generation for the rules are also minimized. Lift ratio increased for the generated rules.

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Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Dr. J.Arunadevi. 1970. "A Two step optimized spatial Association rule Mining Algorithm by hybrid evolutionary algorithm and cluster segmentation.". Global Journal of Computer Science and Technology GJCST Volume 11 (GJCST Volume 11 Issue 12).

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GJCST Volume 11 Issue 12

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Journal Specifications

Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

Keywords

Not Found

Classification

GJCST Classification H.2.8

Submission ReceivedApril 19, 2011
Peer Review Double Blind
Handling Editor
Accepted May 13, 2011
Published May 25, 2011

Version of record

v1.2

Issue date

July 6, 2011

Language

English

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Total Score: 152

Country: India

Subject: Global Journal of Computer Science and Technology

Authors: Dr. J.Arunadevi, Dr.V.Rajamani (PhD/Dr. count: 2)

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Publish Date: 2011 05, Wed

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