Understanding and Controlling Software Costs
IEEE Transactions on Software Engineering
Learning from Examples: Generation and Evaluation of Decision Trees for Software Resource Analysis
IEEE Transactions on Software Engineering - Special Issue on Artificial Intelligence in Software Applications
The Detection of Fault-Prone Programs
IEEE Transactions on Software Engineering
A Pattern Recognition Approach for Software Engineering Data Analysis
IEEE Transactions on Software Engineering - Special issue on software measurement principles, techniques, and environments
Predicting Fault-Prone Software Modules in Telephone Switches
IEEE Transactions on Software Engineering
Data mining: practical machine learning tools and techniques with Java implementations
Data mining: practical machine learning tools and techniques with Java implementations
A Critique of Software Defect Prediction Models
IEEE Transactions on Software Engineering
A case study of open source software development: the Apache server
Proceedings of the 22nd international conference on Software engineering
Linux Journal
Software Engineering Economics
Software Engineering Economics
Elements of Software Science (Operating and programming systems series)
Elements of Software Science (Operating and programming systems series)
Quantitative Analysis of Faults and Failures in a Complex Software System
IEEE Transactions on Software Engineering
Toward a Software Testing and Reliability Early Warning Metric Suite
Proceedings of the 26th International Conference on Software Engineering
Use of relative code churn measures to predict system defect density
Proceedings of the 27th international conference on Software engineering
Static analysis tools as early indicators of pre-release defect density
Proceedings of the 27th international conference on Software engineering
Looking for bugs in all the right places
Proceedings of the 2006 international symposium on Software testing and analysis
Predicting component failures at design time
Proceedings of the 2006 ACM/IEEE international symposium on Empirical software engineering
Object-oriented software fault prediction using neural networks
Information and Software Technology
A Replicated Quantitative Analysis of Fault Distributions in Complex Software Systems
IEEE Transactions on Software Engineering
Using Developer Information as a Factor for Fault Prediction
PROMISE '07 Proceedings of the Third International Workshop on Predictor Models in Software Engineering
Predicting Defects for Eclipse
PROMISE '07 Proceedings of the Third International Workshop on Predictor Models in Software Engineering
Automating algorithms for the identification of fault-prone files
Proceedings of the 2007 international symposium on Software testing and analysis
Software engineering research: from cradle to grave
Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
Training on errors experiment to detect fault-prone software modules by spam filter
Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
How to measure success of fault prediction models
Fourth international workshop on Software quality assurance: in conjunction with the 6th ESEC/FSE joint meeting
The influence of organizational structure on software quality: an empirical case study
Proceedings of the 30th international conference on Software engineering
An extension of fault-prone filtering using precise training and a dynamic threshold
Proceedings of the 2008 international working conference on Mining software repositories
Comparing negative binomial and recursive partitioning models for fault prediction
Proceedings of the 4th international workshop on Predictor models in software engineering
Adapting a fault prediction model to allow inter languagereuse
Proceedings of the 4th international workshop on Predictor models in software engineering
Journal of Software Maintenance and Evolution: Research and Practice
Exploring the relationship of history characteristics and defect count: an empirical study
DEFECTS '08 Proceedings of the 2008 workshop on Defects in large software systems
Empirical Software Engineering
Predicting failures with developer networks and social network analysis
Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering
Prediction of Fault-Prone Software Modules Using a Generic Text Discriminator
IEICE - Transactions on Information and Systems
Misclassification cost-sensitive fault prediction models
PROMISE '09 Proceedings of the 5th International Conference on Predictor Models in Software Engineering
Journal of Systems and Software
Fault-prone module detection using large-scale text features based on spam filtering
Empirical Software Engineering
Information and Software Technology
Potential of open source systems as project repositories for empirical studies working group results
Proceedings of the 2006 international conference on Empirical software engineering issues: critical assessment and future directions
Comparing the effectiveness of several modeling methods for fault prediction
Empirical Software Engineering
What can fault prediction do for you?
TAP'08 Proceedings of the 2nd international conference on Tests and proofs
A framework for source code metrics
Proceedings of the 11th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing on International Conference on Computer Systems and Technologies
Proceedings of the 2010 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement
Programmer-based fault prediction
Proceedings of the 6th International Conference on Predictive Models in Software Engineering
Defect proneness estimation and feedback approach for software design quality improvement
Information and Software Technology
Software defect analysis of a multi-release telecommunications system
PROFES'05 Proceedings of the 6th international conference on Product Focused Software Process Improvement
Proceedings of the 8th International Conference on Predictive Models in Software Engineering
A learning-to-rank algorithm for constructing defect prediction models
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Proceedings of the ACM-IEEE international symposium on Empirical software engineering and measurement
Predicting aging-related bugs using software complexity metrics
Performance Evaluation
A study of subgroup discovery approaches for defect prediction
Information and Software Technology
DConfusion: a technique to allow cross study performance evaluation of fault prediction studies
Automated Software Engineering
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Planning and allocating resources for testing is difficult and it is usually done on empirical basis, often leading to unsatisfactory results. The possibility of early estimating the potential faultiness of software could be of great help for planning and executing testing activities. Most research concentrates on the study of different techniques for computing multivariate models and evaluating their statistical validity, but we still lack experimental data about the validity of such models across different software applications.This paper reports an empirical study of the validity of multivariate models for predicting software fault-proneness across different applications. It shows that suitably selected multivariate models can predict fault-proneness of modules of different software packages.