@incollection{,
	
					
					
					C0E7D554C2DE264417B8F1BC827EFEA6
				,
	author={{Racharla SureshKumar} and {Prof. BachalaSathyanarayana} and {Sri Krishnadevaraya University}},
	journal={{Global Journal of Computer Science and Technology}},
	journal={{GJCST}}0975-41720975-435010.34257/gjcst,
	address={Cambridge, United States},
	publisher={Global Journals Organisation}1512332
}

@book{b0,
	
	
		,
	title={{A Framework of Software Measurement}}
		,
	author={{
			HZuse
		}}
		
			,
	year={1998}
			,
	publisher={Walter de Grutger Publish}
		
	

}

@book{b1,
	
	
		,
	author={{
			LRosenberg
		} and {
			SBSheppard
		}}
		
		,
	title={{Metrics in Software Process Assessment, Quality Assurance and Risk Assessment}}
				London
		
			,
	year={October, 1994}
		
	
	,
	note={2nd International Symposium on Software Metrics}

}

@incollection{b2,
	
	
		,
	title={{}}
		,
	author={{
			BWBoehm
		}}
	
	
		,
	journal={{Software Engineering Economics}}
		
			,
	year={1981}
			,
	publisher={Prentice-Hall}
		
	

}

@incollection{b3,
	
	
		,
	title={{Assessing the Applicability of Fault-Proneness Models Across Object-Oriented Software Projects}}
		,
	author={{
			LCBriand
		} and {
			WLMelo
		} and {
			JWu
		} and {
			St
		}}
		
		
		
	
	
		,
	journal={{IEEE Trans. Software Eng}}
		
			28
			7
			
			,
	year={July 2002}
		
	

}

@book{b4,
	
	
		,
	title={{A Machine Learning Based Model for Software Defect Prediction}}
		,
	author={{
			OKutlubay
		} and {
			ABener
		}}
		
		
			,
	year={2005}
		
		
			Boaziçi University, Computer Engineering Department
		
	
	,
	note={working paer}

}

@incollection{b5,
	
	
		,
	title={{A study on software reliability prediction based on support vector machines}}
		,
	author={{
			Bo
		} and {
			XiangYang
		} and {
			Li
		}}
		
		
	
	
		,
	booktitle={{The Annual IEEE International Conference on Industrial Engineering and Engineering Management}}
				
			,
	year={2-4 Dec. 2007}
			
		
	

}

@incollection{b6,
	
	
		,
	title={{Intelligence System for Software Maintenance Severity Prediction}}
		,
	author={{
			ParvinderSandhu
		} and {
			SunilSingh
		} and {
			HardeepKumar
		} and {
			Singh
		}}
		
		
		
	
	
		,
	journal={{Journal of Computer Science}}
		
			3
			5
			
			,
	year={2007}
		
	

}

@incollection{b7,
	
	
		,
	title={{Applying machine learning to software fault-proneness prediction}}
		,
	author={{
			Gondra
		}}
	
	
		,
	journal={{Journal of Systems and Software}}
		
			81
			2
			
			,
	year={Feb. 2008}
		
	

}

@incollection{b8,
	
	
		,
	title={{Early software reliability prediction with extended ANN model}}
		,
	author={{
			QHu
		} and {
			YSDai
		} and {
			MXie
		} and {
			SHNg
		}}
		
		
		
	
	
		,
	booktitle={{Proceedings of the 30th Annual International Computer Software and Applications Conference (COMPSAC'06)}}
				the 30th Annual International Computer Software and Applications Conference (COMPSAC'06)
		
			,
	year={September 2006}
			2
			
		
	

}

@incollection{b9,
	
	
		,
	title={{Object-Oriented software engineering: Measuring and controlling the development process}}
		,
	author={{
			FB EAbreu
		} and {
			RCarapuca
		}}
		
	
	
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	booktitle={{Proceedings of the 4th International Conference on Software Quality}}
				the 4th International Conference on Software Quality
		
			,
	year={1994}
			186
		
	

}

@incollection{b10,
	
	
		,
	title={{A hierarchical model for Object-Oriented design quality assessment}}
		,
	author={{
			JBansiya
		} and {
			CGDavis
		}}
		
	
	
		,
	journal={{ACM Transactions on Programming Languages and Systems}}
		
			128
			
			,
	year={August 2002}
		
	

}

@incollection{b11,
	
	
		,
	title={{Cohesion and reuse in an Object-Oriented system}}
		,
	author={{
			BKKang
		} and {
			JMBieman
		}}
		
	
	
		,
	booktitle={{Proceedings of the ACM SIGSOFT Symposium on software reusability}}
				the ACM SIGSOFT Symposium on software reusabilitySeattle
		
			,
	year={March 1995}
			
		
	

}

@incollection{b12,
	
	
		,
	title={{Exploring the relationships between design measures and software quality in Object-Oriented systems}}
		,
	author={{
			LCBriand
		} and {
			JWust
		} and {
			JWDaly
		} and {
			DVPorter
		}}
		
		
		
	
	
		,
	journal={{The Journal of Systems and Software}}
		
			51
			
			,
	year={May 2000}
		
	

}

@incollection{b13,
	
	
		,
	title={{Design and code complexity metrics for Object-Oriented classes}}
		,
	author={{
			LEtzkorn
		} and {
			JBansiya
		} and {
			CDavis
		}}
		
		
	
	
		,
	journal={{Object-Oriented Programming}}
		
			12
			10
			
			,
	year={1999}
		
	

}

@book{b14,
	
	
		,
	author={{
			MHalstead
		}}
		,
	title={{Elements of Software Sciencel}}
				New York, USA
		
			,
	publisher={Elsevier Science}
			,
	year={1977}
		
	

}

@book{b15,
	
	
		,
	title={{}}
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	author={{
			BHenderson-Sellers
		} and {
			SoftwareMetrics
		}}
		
		
			,
	year={1996}
			,
	publisher={Prentice-Hall}
			,
	address={UK}
		
	

}

@incollection{b16,
	
	
		,
	title={{Maintenance metrics for the Object-Oriented paradigm}}
		,
	author={{
			WLi
		} and {
			SHenry
		}}
		
	
	
		,
	booktitle={{Proceedings of First International Software Metrics Symposium}}
				First International Software Metrics Symposium
		
			,
	year={1993}
			
		
	

}

@incollection{b17,
	
	
		,
	title={{A complexity measure}}
		,
	author={{
			TJMccabe
		}}
	
	
		,
	journal={{IEEE Transactions on Software Engineering}}
		
			2
			
			,
	year={December 1976}
		
	

}

@incollection{b18,
	
	
		,
	title={{A software complexity model of Object-Oriented systems}}
		,
	author={{
			DPTegarden
		} and {
			SDSheetz
		} and {
			DEMonarchi
		}}
		
		
	
	
		,
	journal={{Decision Support Systems}}
		
			13
			3
			
			,
	year={1995}
		
	

}

@book{b19,
	
	
		,
	title={{Object-Oriented Software Metrics}}
		,
	author={{
			MLorenz
		} and {
			JKidd
		}}
		
		
			,
	year={1994}
			,
	publisher={Prentice-Hall}
			,
	address={NJ, Englewood}
		
	

}

@incollection{b20,
	
	
		,
	title={{A metrics suite for Object-Oriented design}}
		,
	author={{
			SRChidamber
		} and {
			CFKemerer
		}}
		
	
	
		,
	journal={{IEEE Transactions on Software Engineering}}
		
			20
			
			,
	year={June 1994}
		
	

}

@incollection{b21,
	
	
		,
	title={{Why the Virtual Nature of Software makes it Ideal for Search Based Optimization}}
		,
	author={{
			MHarman
		}}
	
	
		,
	booktitle={{Fundamental Approaches to Software Engineering}}
				
			,
	year={2010}
		
	

}

@incollection{b22,
	
	
		,
	author={{
			CGrosan
		} and {
			AAbraham
		}}
		
	
	
		,
	booktitle={{Hybrid Evolutionary Algorithms: Methodologies, Architectures, and Reviews}}
				
			,
	year={2011}
			75
			
		
	

}

@incollection{b23,
	
	
		,
	title={{Issues in Validating Object-Oriented Metrics for Early Risk Prediction}}
		,
	author={{
			SaidaBenlarbi
		} and {
			KhaledElEmam
		} and {
			NishithGeol
		}}
		
		
	
	
		,
	journal={{Cistel Technology}}
		
			210
			,
	year={1999}
		
	

}

@incollection{b24,
	
	
		,
	title={{}}
	
	
		,
	journal={{Colonnade Road Suite}}
		
			204
		
	

}

@incollection{b25,
	
	
		,
	title={{Comparing Models for Identifying Fault-Prone Software Components}}
		,
	author={{
			FLanubile
		} and {
			ALonigro
		} and {
			GVisaggio
		}}
		
		
	
	
		,
	booktitle={{Proceedings of Seventh International Conference on Software Engineering and Knowledge Engineering}}
				Seventh International Conference on Software Engineering and Knowledge Engineering
		
			,
	year={June 1995}
			
		
	

}

@incollection{b26,
	
	
		,
	title={{A Critique of Software Defect Prediction Models}}
		,
	author={{
			NEFenton
		} and {
			MNeil
		} and {
			IBellini
		} and {
			PBruno
		} and {
			DNesi
		} and {
			Rogai
		}}
		
		
		
		
		
	
	
		,
	journal={{IEEE Trans. Softw. Engineering}}
		
			25
			5
			
			,
	year={1999}
		
		
			University of Florence
		
	

}

@incollection{b27,
	
	
		,
	title={{Estimating Software Fault-Proneness for Tuning Testing Activities}}
		,
	author={{
			GiovanniDenaro
		}}
	
	
		,
	booktitle={{Proceedings of the 22nd International Conference on Software Engineering}}
				the 22nd International Conference on Software EngineeringLimerick, Ireland
		
			,
	year={June 2000}
		
	

}

@book{b28,
	
	
		,
	title={{Prediction Model and the Size Factor for Fault-proneness of Object Oriented Systems}}
		,
	author={{
			ManasiDeodhar
		}}
		
			,
	year={Dec. 2002}
		
		
			Michigan Tech. University
		
	
	,
	note={MS Thesis}

}

@incollection{b29,
	
	
		,
	title={{Comparing Fault-Proneness Estimation Models}}
		,
	author={{
			PBellini
		}}
	
	
		,
	booktitle={{10th IEEE International Conference on Engineering of Complex Computer Systems (ICECCS'05)}}
				
			,
	year={2005}
			
		
	

}

@incollection{b30,
	
	
		,
	title={{An Application of Zero-Inflated Poisson Regression for Software Fault Prediction. Software Reliability Engineering}}
		,
	author={{
			TMKhoshgoftaar
		} and {
			KGao
		} and {
			RMSzabo
		}}
		
		
	
	
		,
	booktitle={{ISSRE 2001. Proceedings of 12th International Symposium}}
				
			,
	year={27-30 Nov. 2001}
			
		
	

}

@incollection{b31,
	
	
		,
	title={{Software defect prediction using supervised learning algorithm and unsupervised learning algorithm}}
		,
	author={{
			AChug
		} and {
			SDhall
		}}
		
	
	
		,
	booktitle={{Confluence 2013: The Next Generation Information Technology Summit}}
				
			,
	year={Sept. 2013}
			
		
	

}

@incollection{b32,
	
	
		,
	title={{A novel method for software defect prediction: Hybrid of FCM and random forest}}
		,
	author={{
			TPPushphavathi
		} and {
			VSuma
		} and {
			VRamaswamy
		}}
		
		
	
	
		,
	booktitle={{Electronics and Communication Systems (ICECS)}}
				
			,
	year={2014}
		
	

}

@book{b33,
	
	
		,
	title={{International Conference}}
				
			5
			
		
	

}

@incollection{b34,
	
	
		,
	title={{Using Class Imbalance Learning for Software Defect Prediction}}
		,
	author={{
			SWang
		} and {
			XYao
		}}
		
	
	
		,
	booktitle={{Reliability, IEEE Transactions}}
				
			,
	year={June 2013}
			62
			
		
	

}

@incollection{b35,
	
	
		,
	title={{Finding Latent Code Errors via Machine Learning over Program Executions}}
		,
	author={{
			YBrun
		} and {
			DEMichael
		}}
		
	
	
		,
	booktitle={{Proceedings of the 26th International Conference on Software Engineering}}
				the 26th International Conference on Software Engineering
		
			,
	year={May, 2004}
		
	

}

@incollection{b36,
	
	
		,
	title={{A novel method for early software quality prediction based on support vector machine}}
		,
	author={{
			FXing
		} and {
			PGuo
		} and {
			MRLyu
		}}
		
		
	
	
		,
	booktitle={{Software Reliability Engineering, International Symposium}}
				
			,
	year={2005}
			
		
	

}

@incollection{b37,
	
	
		,
	author={{
			KCai
		}}
	
	
		,
	booktitle={{0n the Neura1 Network Approach in Software Reliability Modeling}}
				
			,
	year={2001}
			
		
	

}

@incollection{b38,
	
	
		,
	title={{Adapting multiple kernel parameters for support vector machines using genetic algorithms}}
		,
	author={{
			SARojas
		} and {
			DFernandez-Reyes
		}}
		
	
	
		,
	booktitle={{The 2005 IEEE Congress on Evolutionary Computation}}
				
			,
	year={September, 2005}
			1
			
		
	

}

@book{b39,
	
	
		,
	author={{
			ChunShan
		} and {
			BoyangChen
		} and {
			ChangzhenHu
		} and {
			JingfengXue1
		} and {
			NingLi
		}}
		
		
		
		
		,
	title={{SOFTWARE DEFECT PREDICTION MODEL BASED ON LLE AND SVM" Communications Security Conference; pp 1-5}}
				
			,
	year={May 2014}
			
		
	

}

@incollection{b40,
	
	
		,
	title={{A new metrics selection method for software defect prediction}}
		,
	author={{
			YeXia
		} and {
			GuoyingYan
		} and {
			XingweiJiang
		} and {
			YanyanYang
		}}
		
		
		
	
	
		,
	booktitle={{Progress in Informatics and Computing (PIC), International Conference}}
				
			,
	year={May 2014}
			
		
	

}

@incollection{b41,
	
	
		,
	title={{On the applicability of evolutionary computation for software defect prediction}}
		,
	author={{
			RMalhotra
		} and {
			NPritam
		} and {
			YSingh
		}}
		
		
	
	
		,
	booktitle={{Advances in Computing, Communications and Informatics (ICACCI, 2014 International Conference}}
				
			,
	year={Sept. 2014}
			
		
	

}

@incollection{b42,
	
	
		,
	title={{Software defect prediction using supervised learning algorithm and unsupervised learning algorithm}}
		,
	author={{
			AChug
		} and {
			SDhall
		}}
		
	
	
		,
	booktitle={{Confluence 2013: The Next Generation Information Technology Summit}}
				
			,
	year={Sept. 2013}
			
		
	

}

@incollection{b43,
	
	
		,
	title={{Multilevel data preprocessing for software defect prediction}}
		,
	author={{
			GKArmah
		} and {
			GuangchunLuo
		} and {
			KeQin
		}}
		
		
	
	
		,
	booktitle={{6th International Conference}}
				
			,
	year={2013. Nov. 2013}
			2
			
		
	
	,
	note={ICIII)}

}

@incollection{b44,
	
	
		,
	title={{Software defect prediction using two level data pre-processing}}
		,
	author={{
			RVerma
		} and {
			AGupta
		}}
		
	
	
		,
	booktitle={{Recent Advances in Computing and Software Systems (RACSS), International Conference}}
				
			,
	year={April 2012}
			
		
	

}

@incollection{b45,
	
	
		,
	title={{Software Defect Prediction Tool based on Neural Network}}
		,
	author={{
			MalkitSingh
		} and {
			DalwinderSingh Salaria
		}}
		
	
	
		,
	journal={{International Journal of Computer Applications}}
		
			70
			
			,
	year={May 2013}
		
	

}

@book{b46,
	
	
		,
	title={{A Hybrid Model of Soft Computing Technique for Software}}
		,
	author={{
			AnuragShrivastava
		} and {
			VishalShrivastava
		}}
		
		
	

}