@incollection{,
	
					
					
					F97DF90413DC66DCAE6958331AF90B93
				,
	author={{NaheedAzeem} and {ShaziaUsmani} and {Federal Urdu University of Arts, Science and Technology}},
	journal={{Global Journal of Computer Science and Technology}},
	journal={{GJCST}}0975-41720975-435010.34257/gjcst,
	address={Cambridge, United States},
	publisher={Global Journals Organisation}111615
}

@incollection{b0,
	
	
		,
	title={{Data Mining Techniques for Building Fault-proneness Models in Telecom Java Software}}
		,
	author={{
			EArisholm
		} and {
			LCBriand
		} and {
			MFuglerud
		}}
		
		
	
	
		,
	booktitle={{Proceedings of The 18th IEEE International Symposium on Software Reliability}}
				The 18th IEEE International Symposium on Software Reliability
		
			
		
	

}

@incollection{b1,
	
	
		,
	title={{Robust prediction of fault-proneness by random forests}}
		,
	author={{
			LGuo
		} and {
			YMa
		} and {
			BCukic
		} and {
			HSingh
		}}
		
		
		
	
	
		,
	booktitle={{Proceedings of the 15th International Symposium on Software Reliability Engineering}}
				the 15th International Symposium on Software Reliability Engineering
		
			,
	year={2004}
			
		
	

}

@incollection{b2,
	
	
		,
	title={{Using the Number of Faults to Improve Fault-Proneness Prediction of the Probability Models}}
		,
	author={{
			LLi
		} and {
			HLeung
		}}
		
	
	
		,
	booktitle={{Proceedings of the 2009 WRI World Congress on Computer Science and Information Engineering}}
				the 2009 WRI World Congress on Computer Science and Information Engineering
		
			07
			
		
	

}

@incollection{b3,
	
	
		,
	title={{Metrics for Module Defects Identification}}
	
	
		,
	journal={{International Journal of Computer and Information Science}}
		
			
			,
	year={2008}
		
	

}

@incollection{b4,
	
	
		,
	title={{Predictive Data Mining Model for Software Bug Estimation Using Average Weighted Similarity}}
		,
	author={{
			NKNagwani
		} and {
			SVerma
		}}
		
	
	
		,
	booktitle={{2010 IEEE 2nd International Advance Computing Conference}}
				
			
		
	

}

@incollection{b5,
	
	
		,
	title={{Performance Analysis of Data Mining Algorithms for Software Quality Prediction}}
		,
	author={{
			NGayatri
		} and {
			SNickolas
		} and {
			AVReddy
		} and {
			RChitra
		}}
		
		
		
	
	
		,
	booktitle={{International Conference on Advances in Recent Technologies in Communication and Computing}}
				
			,
	year={2009}
			
		
	

}

@incollection{b6,
	
	
		,
	title={{An Investigation of the Effect of Discretization on Defect Prediction Using Static Measures}}
		,
	author={{
			PSingh
		} and {
			SVerma
		}}
		
	
	
		,
	booktitle={{IEEE International Conference on Advances in Computing, Control, and Telecommunication Technologies}}
				
			,
	year={2009}
			
		
	

}

@incollection{b7,
	
	
		,
	title={{Predicting Defect-Prone Software Modules at Different Logical Levels}}
		,
	author={{
			PHuang
		} and {
			JZhu
		}}
		
	
	
		,
	booktitle={{International Conference on Research Challenges in Computer Science, 2009. ICRCCS '09}}
				
			
		
	

}

@incollection{b8,
	
	
		,
	title={{A Model for Early Prediction of Faults in Software Systems}}
		,
	author={{
			PSSandhu
		} and {
			RGoel
		} and {
			ASBrar
		} and {
			JKaur
		} and {
			SAnand
		}}
		
		
		
		
	
	
		,
	booktitle={{The 2nd International Conference on Computer and Automation Engineering (ICCAE)}}
				
			,
	year={2010}
			
		
	

}

@incollection{b9,
	
	
		,
	title={{Comparing the effectiveness of machine learning algorithms for defect prediction}}
		,
	author={{
			PSingh
		}}
	
	
		,
	journal={{International Journal of Information Technology and Knowledge Management}}
		
			
			,
	year={2009}
		
	

}

@book{b10,
	
	
		,
	title={{What Software Repositories Should Be Mined for Defect Predictors?}}
		,
	author={{
			RRamler
		} and {
			SLarndorfer
		} and {
			TNatschläger
		}}
		
		
		
			,
	year={2009}
			35
		
	

}

@incollection{b11,
	
	
		,
	title={{}}
	
	
		,
	journal={{Euromicro Conference on Software Engineering and Advanced Applications}}
		
			
		
	

}

@incollection{b12,
	
	
		,
	title={{Software quality prediction techniques: A comparative analysis}}
		,
	author={{
			SShafi
		} and {
			SMHassan
		} and {
			AArshaq
		} and {
			MJKhan
		} and {
			SShamail
		}}
		
		
		
		
	
	
		,
	booktitle={{4th International Conference on Emerging Technologies}}
				
			,
	year={2008. ICET 2008}
			
		
	

}

@incollection{b13,
	
	
		,
	title={{Reducing Features to Improve Bug Prediction}}
		,
	author={{
			SShivaji
		} and {
			EJWhitehead
		} and {
			RAkella
		} and {
			SKim
		}}
		
		
		
	
	
		,
	booktitle={{24th IEEE/ACM International Conference on Automated Software Engineering, ASE'09}}
				
			
		
	

}

@book{b14,
	
	
		,
	title={{Software quality analysis by combining multiple projects and learners}}
		,
	author={{
			TMKhoshgoftaar
		} and {
			PRebours
		} and {
			NSeliya
		}}
		
		
		
			,
	year={2009}
			,
	publisher={Springer}
			17
			
		
	

}

@incollection{b15,
	
	
		,
	title={{Revisiting the Evaluation of Defect Prediction Models}}
		,
	author={{
			TMende
		} and {
			RKoschke
		}}
		
	
	
		,
	booktitle={{Proceedings of the 5th International Conference on Predictor Models in Software Engineering}}
				the 5th International Conference on Predictor Models in Software Engineering
		
			,
	year={2009}
		
	

}

@incollection{b16,
	
	
		,
	title={{Implications of ceiling effects in defect predictors}}
		,
	author={{
			TMenzies
		} and {
			BTurhan
		} and {
			ABener
		} and {
			GGay
		} and {
			BCukic
		} and {
			YJiang
		}}
		
		
		
		
		
	
	
		,
	booktitle={{Proceedings of the 4th international workshop on Predictor models in software engineering}}
				the 4th international workshop on Predictor models in software engineeringLeipzig,Germany
		
			,
	year={2008}
			
		
	

}

@incollection{b17,
	
	
		,
	title={{Empirical Assessment of Machine Learning based Software Defect Prediction Techniques}}
		,
	author={{
			VU BChallagulla
		} and {
			FBBastani
		} and {
			IYen
		} and {
			RAPaul
		}}
		
		
		
	
	
		,
	booktitle={{Proceedings of the 10th IEEE International Workshop on Object-Oriented Real-Time Dependable Systems}}
				the 10th IEEE International Workshop on Object-Oriented Real-Time Dependable Systems
		
			,
	year={2005}
			
		
	

}

@incollection{b18,
	
	
		,
	title={{Predicting Software Defects using Multiple Criteria Linear Programming}}
		,
	author={{
			XZhao
		} and {
			YLiu
		} and {
			SYong
		}}
		
		
	
	
		,
	booktitle={{Proceedings of the International Symposium on Intelligent Information Systems and Applications (IISA'09)}}
				the International Symposium on Intelligent Information Systems and Applications (IISA'09)
		
			,
	year={2009}
			
		
	

}

@incollection{b19,
	
	
		,
	title={{Research on software defect prediction based on data mining}}
		,
	author={{
			YChen
		} and {
			XShen
		} and {
			PDu
		} and {
			BGe
		}}
		
		
		
	
	
		,
	booktitle={{The 2nd International Conference on Computer and Automation Engineering (ICCAE)}}
				
			,
	year={2010}
			
		
	

}

@incollection{b20,
	
	
		,
	title={{Fault Prediction using Early Lifecycle Data}}
		,
	author={{
			YJiang
		} and {
			BCukic
		} and {
			TMenzies
		}}
		
		
	
	
		,
	booktitle={{Proceedings of The 18th IEEE International Symposium on Software Reliability}}
				The 18th IEEE International Symposium on Software Reliability
		
			,
	year={2007}
			
		
	

}

@incollection{b21,
	
	
		,
	title={{Can data transformation help in the detection of fault-prone modules?}}
		,
	author={{
			YJiang
		} and {
			BCukic
		} and {
			Menzies
		}}
		
		
	
	
		,
	booktitle={{Proceedings of the 2008 workshop on Defects in large software systems}}
				the 2008 workshop on Defects in large software systemsSeattle, Washington
		
			,
	year={July 20-20, 2008}
			
		
	

}

@incollection{b22,
	
	
		,
	title={{The effect of over and under sampling on fault-prone module detection}}
		,
	author={{
			YKamei
		} and {
			AMonden
		} and {
			SMatsumoto
		} and {
			TKakimoto
		} and {
			KMatsumoto
		}}
		
		
		
		
	
	
		,
	booktitle={{First International Symposium on Empirical Software Engineering and Measurement}}
				
			,
	year={2007.ESEM 2007}
			
		
	

}

@incollection{b23,
	
	
		,
	title={{A practical method for the software fault-prediction}}
		,
	author={{
			ZLi
		} and {
			MReformat
		}}
		
		
	
	
		,
	booktitle={{IEEE International Conference on Information Reuse and Integration}}
				
			,
	year={2007. IRI 2007}
			
		
	

}