@incollection{,
	
					
					
					9041D620A74D54D34EF76F74A6520F8D
				,
	author={{K.Geetha} and {S. SanthoshBaboo} and {Periyar University}},
	journal={{Global Journal of Computer Science and Technology}},
	journal={{GJCST}}0975-41720975-435010.34257/gjcst,
	address={Cambridge, United States},
	publisher={Global Journals Organisation}16119
}

@incollection{b0,
	
	
		,
	title={{Fuzzy and hard clustering analysis for thyroid disease}}
		,
	author={{
			AhmadAzar
		} and {
			Taher
		} and {
			AhmedShaimaa
		} and {
			AboulEllaEl-Said
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			Hassanien
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		,
	journal={{Computer methods and programs in biomedicine}}
		
			111
			
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	year={2013}
		
	

}

@incollection{b1,
	
	
		,
	title={{A novel clustering approach: Artificial Bee Colony (ABC) algorithm}}
		,
	author={{
			DervisKaraboga
		} and {
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	journal={{Applied soft computing}}
		
			11
			
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	year={2011}
		
	

}

@incollection{b2,
	
	
		,
	title={{Data mining over biological datasets: An integrated approach based on computational intelligence}}
		,
	author={{
			GeorginaStegmayer
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			MatiasGerard
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			DiegoHMilone
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		,
	journal={{Computational Intelligence Magazine, IEEE}}
		
			7
			
			,
	year={2012}
		
	

}

@incollection{b3,
	
	
		,
	title={{Medical application of information gain References Références Referencias based artificial immune recognition system (AIRS): Diagnosis of thyroid disease}}
		,
	author={{
			HKodaz
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			SÖz?en
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		,
	journal={{Expert Systems with Applications}}
		
			36
			2
			
			,
	year={2009}
		
	

}

@incollection{b4,
	
	
		,
	title={{Medical data mining using evolutionary computation}}
		,
	author={{
			PSNgan
		} and {
			MLWong
		} and {
			WLam
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			KSLeung
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			JCCheng
		}}
		
		
		
		
	
	
		,
	journal={{Artificial Intelligence in Medicine}}
		
			16
			1
			
			,
	year={1999}
		
	

}

@incollection{b5,
	
	
		,
	title={{An automatic diagnosis system based on thyroid gland: ADSTG}}
		,
	author={{
			EsinDogantekin
		} and {
			AkifDogantekin
		} and {
			DeryaAvci
		}}
		
		
	
	
		,
	journal={{Expert Systems with Applications}}
		
			37
			
			,
	year={2010}
		
	

}

@incollection{b6,
	
	
		,
	title={{ESTDD: Expert system for thyroid diseases diagnosis}}
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	author={{
			AliKele?
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		}}
		
	
	
		,
	journal={{Expert Systems with Applications}}
		
			34
			
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	year={2008}
		
	

}

@incollection{b7,
	
	
		,
	title={{Novel swarm optimization for mining classification rules on thyroid gland data}}
		,
	author={{
			Wei-ChangYeh
		}}
	
	
		,
	journal={{Information Sciences}}
		
			197
			
			,
	year={2012}
		
	

}

@incollection{b8,
	
	
		,
	title={{On the performance of artificial bee colony (ABC) algorithm}}
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	author={{
			DervisKaraboga
		} and {
			BahriyeBasturk
		}}
		
	
	
		,
	journal={{Applied soft computing}}
		
			8
			
			,
	year={2008}
		
	

}

@incollection{b9,
	
	
		,
	title={{Finding groups in data: Cluster analysis with ants}}
		,
	author={{
			UrszulaBoryczka
		}}
	
	
		,
	journal={{Applied Soft Computing}}
		
			9
			
			,
	year={2009}
		
	

}

@incollection{b10,
	
	
		,
	title={{Constraining and summarizing association rules in medical data}}
		,
	author={{
			CarlosOrdonez
		} and {
			NorbertoEzquerra
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			CesarASantana
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		,
	journal={{Knowledge and Information Systems}}
		
			9
			3
			
			,
	year={2006}
		
	

}

@incollection{b11,
	
	
		,
	title={{A three-stage expert system based on support vector machines for thyroid disease diagnosis}}
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	author={{
			HLChen
		} and {
			BYang
		} and {
			GWang
		} and {
			JLiu
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		} and {
			DYLiu
		}}
		
		
		
		
		
	
	
		,
	journal={{Journal of medical systems}}
		
			36
			3
			
			,
	year={2012}
		
	

}

@incollection{b12,
	
	
		,
	title={{A hybrid evolutionary algorithm for attribute selection in data mining}}
		,
	author={{
			KayTan
		} and {
			Chen
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		,
	journal={{Expert Systems with Applications}}
		
			36
			
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	year={2009}
		
	

}

@incollection{b13,
	
	
		,
	title={{Data preprocessing for supervised leaning}}
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	author={{
			SBKotsiantis
		} and {
			DKanellopoulos
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	journal={{International Journal of Computer Science}}
		
			1
			2
			
			,
	year={2006}
		
	

}

@book{b14,
	
	
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	title={{Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations}}
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	author={{
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			EFrank
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	year={2000}
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	publisher={Morgan Kaufmann}
			,
	address={San Francisco, CA, USA}
		
	

}

@incollection{b15,
	
	
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	title={{Multi filtration feature selection (MFFS) to improve discriminatory ability in clinical data set}}
		,
	author={{
			SSasikala
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			SAppavu Alias Balamurugan
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	journal={{Applied Computing and Informatics}}
		
			,
	year={2014}
		
	

}

@incollection{b16,
	
	
		,
	title={{Feature selection for high-dimensional genomic microarray data}}
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	author={{
			EXing
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			MJordan
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	booktitle={{Machine Learning}}
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	editor={
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			APDanyluk
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			,
	publisher={Morgan Kaufmann Publishers Inc}
			,
	year={2001}
			
		
	

}

@incollection{b17,
	
	
		,
	title={{Feature selection based verification/identification system using fingerprints and palm print}}
		,
	author={{
			MMJazzar
		} and {
			GMuhammad
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	journal={{Arabian J. Sci. Eng}}
		
			38
			4
			
			,
	year={2013}
		
	

}

@incollection{b18,
	
	
		,
	title={{IGFbagging: Information gain based feature selection for bagging}}
		,
	author={{
			GWang
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			MJian
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	journal={{International Journal of Innovative Computing, Information and Control}}
		
			7
			11
			
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	year={2011}
		
	

}

@incollection{b19,
	
	
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	title={{A differential evolution approach to dimensionality reduction for classification needs}}
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	author={{
			GoranMartinoyi?
		} and {
			Dra?enBajer
		} and {
			BrunoZori?
		}}
		
		
	
	
		,
	journal={{International Journal of Applied Mathematics and Computer Science}}
		
			24
			
			,
	year={2014}
		
	

}

@incollection{b20,
	
	
		,
	title={{Overfitting in wrapper-based feature subset selection: The harder you try the worse it gets}}
		,
	author={{
			JLoughrey
		} and {
			PCunningham
		}}
		
	
	
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	booktitle={{The Twenty-fourth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence}}
				,
	editor={
			MBramer
			FCoenen
			TAllen
		}
		Berlin/Heidelberg
		
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	publisher={Springer}
			,
	year={2004}
			
		
	

}

@incollection{b21,
	
	
		,
	title={{Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces}}
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	author={{
			RStorn
		} and {
			KPrice
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	journal={{Journal of Global Optimization}}
		
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	year={1997}
		
	

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@book{b22,
	
	
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	title={{Differential Evolution. A Practical Approach to Global Optimization}}
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	author={{
			KVPrice
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	year={2005}
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	publisher={Springer-Verlag}
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	address={Berlin/Heidelberg}
		
	

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@book{b23,
	
	
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	title={{Introduction to Evolutionary Algorithms}}
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	author={{
			YXinjie
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			GMitsuo
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	year={2010}
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	publisher={Springer-Verlag}
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	address={London}
		
	

}

@incollection{b24,
	
	
		,
	title={{Naive bayes classifiers}}
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	author={{
			KevinPMurphy
		}}
	
	
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	booktitle={{University of}}
				British Columbia
		
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	year={2006}
		
	

}

@book{b25,
	
	
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	title={{Pattern Recognition: An Algorithmic Approach}}
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	author={{
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	year={2011}
		
	

}