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Abstract
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Article Information:
A Novel Chaotic Ant Swarm Based Clustering Algorithm for Clinical Prediction
Haohan Wang, Lixiang Li, Xi Yang and Chong Lian
Corresponding Author: Haohan Wang
Submitted: December 20, 2011
Accepted: April 20, 2012
Published: October 15, 2012 |
Abstract:
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In this study, we introduce an algorithm which is aimed at distinguishing patients of a certain disease
out of healthy people when the thorough knowledge of this disease failed to be obtained. The algorithm deals
with the physical parameters of each person in a group and when the information is sufficient, it separates the
diseased people out. It is a clustering algorithm based on the Chaotic Ant Swarm (CAS). This algorithm is
introduced in detail for researchers to use and has been experimented on four different real data sets. The results
show that when sufficient data of each person is available, this new algorithm has a high precision.
Key words: Algorithm , CAS, clinical prediction, clustering, , ,
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Abstract
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Cite this Reference:
Haohan Wang, Lixiang Li, Xi Yang and Chong Lian, . A Novel Chaotic Ant Swarm Based Clustering Algorithm for Clinical Prediction. Research Journal of Applied Sciences, Engineering and Technology, (20): 3981-3988.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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