A Validation of Object-Oriented Design Metrics as Quality Indicators
IEEE Transactions on Software Engineering
Predicting Fault-Prone Software Modules in Telephone Switches
IEEE Transactions on Software Engineering
Proceedings of the 20th international conference on Software engineering
Predicting Fault Incidence Using Software Change History
IEEE Transactions on Software Engineering
Deriving models of software fault-proneness
SEKE '02 Proceedings of the 14th international conference on Software engineering and knowledge engineering
An empirical evaluation of fault-proneness models
Proceedings of the 24th International Conference on Software Engineering
Emerald: Software Metrics and Models on the Desktop
IEEE Software
IEEE Transactions on Software Engineering
Hipikat: recommending pertinent software development artifacts
Proceedings of the 25th International Conference on Software Engineering
Detection of software modules with high debug code churn in a very large legacy system
ISSRE '96 Proceedings of the The Seventh International Symposium on Software Reliability Engineering
Populating a Release History Database from Version Control and Bug Tracking Systems
ICSM '03 Proceedings of the International Conference on Software Maintenance
Use of relative code churn measures to predict system defect density
Proceedings of the 27th international conference on Software engineering
Predicting the Location and Number of Faults in Large Software Systems
IEEE Transactions on Software Engineering
MSR '05 Proceedings of the 2005 international workshop on Mining software repositories
Mining metrics to predict component failures
Proceedings of the 28th international conference on Software engineering
Predicting component failures at design time
Proceedings of the 2006 ACM/IEEE international symposium on Empirical software engineering
Proceedings of the 30th international conference on Software engineering
Comparing design and code metrics for software quality 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
Comparing methods to identify defect reports in a change management database
DEFECTS '08 Proceedings of the 2008 workshop on Defects in large software systems
Do bad smells indicate "trouble" in code?
DEFECTS '08 Proceedings of the 2008 workshop on Defects in large software systems
Proceedings of the Second ACM-IEEE international symposium on Empirical software engineering and measurement
Mining software code repositories and bug databases using survival analysis models
Proceedings of the Second ACM-IEEE international symposium on Empirical software engineering and measurement
Analysis of the reliability of a subset of change metrics for defect prediction
Proceedings of the Second ACM-IEEE international symposium on Empirical software engineering and measurement
Predicting failures with developer networks and social network analysis
Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering
Accuracy and efficiency comparisons of single- and multi-cycled software classification models
Information and Software Technology
Software faults prediction based on grey system theory
ACM SIGSOFT Software Engineering Notes
Merits of using repository metrics in defect prediction for open source projects
FLOSS '09 Proceedings of the 2009 ICSE Workshop on Emerging Trends in Free/Libre/Open Source Software Research and Development
Cross-project defect prediction: a large scale experiment on data vs. domain vs. process
Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
Fair and balanced?: bias in bug-fix datasets
Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
On the ability of complexity metrics to predict fault-prone classes in object-oriented systems
Journal of Systems and Software
Information and Software Technology
Proceedings of the 2010 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement
A machine learning approach for text categorization of fixing-issue commits on CVS
Proceedings of the 2010 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement
Predicting vulnerable software components with dependency graphs
Proceedings of the 6th International Workshop on Security Measurements and Metrics
Which is the right source for vulnerability studies?: an empirical analysis on Mozilla Firefox
Proceedings of the 6th International Workshop on Security Measurements and Metrics
Replication of defect prediction studies: problems, pitfalls and recommendations
Proceedings of the 6th International Conference on Predictive Models in Software Engineering
Usage of multiple prediction models based on defect categories
Proceedings of the 6th International Conference on Predictive Models in Software Engineering
An integrated approach to detect fault-prone modules using complexity and text feature metrics
AST/UCMA/ISA/ACN'10 Proceedings of the 2010 international conference on Advances in computer science and information technology
The missing links: bugs and bug-fix commits
Proceedings of the eighteenth ACM SIGSOFT international symposium on Foundations of software engineering
Information and Software Technology
After-life vulnerabilities: a study on firefox evolution, its vulnerabilities, and fixes
ESSoS'11 Proceedings of the Third international conference on Engineering secure software and systems
Using complexity, coupling, and cohesion metrics as early indicators of vulnerabilities
Journal of Systems Architecture: the EUROMICRO Journal
Design evolution metrics for defect prediction in object oriented systems
Empirical Software Engineering
Proceedings of the 2011 ACM Symposium on Applied Computing
Proceedings of the 2nd International Workshop on Emerging Trends in Software Metrics
Which code construct metrics are symptoms of post release failures?
Proceedings of the 2nd International Workshop on Emerging Trends in Software Metrics
Comparing fine-grained source code changes and code churn for bug prediction
Proceedings of the 8th Working Conference on Mining Software Repositories
Security versus performance bugs: a case study on Firefox
Proceedings of the 8th Working Conference on Mining Software Repositories
Empirical evaluation of reliability improvement in an evolving software product line
Proceedings of the 8th Working Conference on Mining Software Repositories
Do time of day and developer experience affect commit bugginess?
Proceedings of the 8th Working Conference on Mining Software Repositories
Dealing with noise in defect prediction
Proceedings of the 33rd International Conference on Software Engineering
Pragmatic prioritization of software quality assurance efforts
Proceedings of the 33rd International Conference on Software Engineering
Advances in Engineering Software
Advances in Engineering Software
Failure is a four-letter word: a parody in empirical research
Proceedings of the 7th International Conference on Predictive Models in Software Engineering
Are change metrics good predictors for an evolving software product line?
Proceedings of the 7th International Conference on Predictive Models in Software Engineering
Using the gini coefficient for bug prediction in eclipse
Proceedings of the 12th International Workshop on Principles of Software Evolution and the 7th annual ERCIM Workshop on Software Evolution
Are the classes that use exceptions defect prone?
Proceedings of the 12th International Workshop on Principles of Software Evolution and the 7th annual ERCIM Workshop on Software Evolution
ReLink: recovering links between bugs and changes
Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering
High-impact defects: a study of breakage and surprise defects
Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering
Micro interaction metrics for defect prediction
Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering
Mining development repositories to study the impact of collaboration on software systems
Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering
A framework for defect prediction in specific software project contexts
CEE-SET'08 Proceedings of the Third IFIP TC 2 Central and East European conference on Software engineering techniques
Sample-based software defect prediction with active and semi-supervised learning
Automated Software Engineering
Are popular classes more defect prone?
FASE'10 Proceedings of the 13th international conference on Fundamental Approaches to Software Engineering
Software defect prediction using fuzzy support vector regression
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
An exploratory study of the impact of antipatterns on class change- and fault-proneness
Empirical Software Engineering
Evaluating three approaches to extracting fault data from software change repositories
PROFES'10 Proceedings of the 11th international conference on Product-Focused Software Process Improvement
Ecological inference in empirical software engineering
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
Evaluating defect prediction approaches: a benchmark and an extensive comparison
Empirical Software Engineering
Time variance and defect prediction in software projects
Empirical Software Engineering
Controversy Corner: On the relationship between comment update practices and Software Bugs
Journal of Systems and Software
Incorporating qualitative and quantitative factors for software defect prediction
Proceedings of the 2nd international workshop on Evidential assessment of software technologies
Characterizing the roles of classes and their fault-proneness through change metrics
Proceedings of the ACM-IEEE international symposium on Empirical software engineering and measurement
Proceedings of the ACM-IEEE international symposium on Empirical software engineering and measurement
Predicting defect numbers based on defect state transition models
Proceedings of the ACM-IEEE international symposium on Empirical software engineering and measurement
Recalling the "imprecision" of cross-project defect prediction
Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering
An industrial study on the risk of software changes
Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering
Multi-layered approach for recovering links between bug reports and fixes
Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering
Studying the impact of social interactions on software quality
Empirical Software Engineering
Evolution of developer social network and its impact on bug fixing process
Proceedings of the 6th India Software Engineering Conference
Modular construction of an analysis tool for mining software repositories
Proceedings of the 12th annual international conference companion on Aspect-oriented software development
Proceedings of the 8th ACM SIGSAC symposium on Information, computer and communications security
It's not a bug, it's a feature: how misclassification impacts bug prediction
Proceedings of the 2013 International Conference on Software Engineering
How, and why, process metrics are better
Proceedings of the 2013 International Conference on Software Engineering
The impact of tangled code changes
Proceedings of the 10th Working Conference on Mining Software Repositories
Sample size vs. bias in defect prediction
Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
A cost-effectiveness criterion for applying software defect prediction models
Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
A comparative evaluation of static analysis actionable alert identification techniques
Proceedings of the 9th International Conference on Predictive Models in Software Engineering
A study of subgroup discovery approaches for defect prediction
Information and Software Technology
Is lines of code a good measure of effort in effort-aware models?
Information and Software Technology
A scalable crawler framework for FLOSS data
Proceedings of the 5th Asia-Pacific Symposium on Internetware
A study of cyclic dependencies on defect profile of software components
Journal of Systems and Software
An in-depth study of the potentially confounding effect of class size in fault prediction
ACM Transactions on Software Engineering and Methodology (TOSEM)
CMS tool: calculating defect and change data from software project repositories
ACM SIGSOFT Software Engineering Notes
| Hi-index | 0.00 |
We have mapped defects from the bug database of Eclipse (one of the largest open-source projects) to source code locations. The resulting data set lists the number of pre- and post-release defects for every package and file in the Eclipse releases 2.0, 2.1, and 3.0. We additionally annotated the data with common complexity metrics. All data is publicly available and can serve as a benchmark for defect prediction models.