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- articleJanuary 2021
An Empirical Study on Software Fault Prediction Using Product and Process Metrics
International Journal of Information Technologies and Systems Approach (IJITSA-IGI), Volume 14, Issue 1Pages 62–78https://doi.org/10.4018/IJITSA.2021010104Product and process metrics are measured from the development and evolution of software. Metrics are indicators of software fault-proneness and advanced models using machine learning can be provided to the development team to select modules for ...
- research-articleNovember 2017
The Characteristics of False-Negatives in File-level Fault Prediction
PROMISE: Proceedings of the 13th International Conference on Predictive Models and Data Analytics in Software EngineeringPages 73–82https://doi.org/10.1145/3127005.3127013Over the years, a plethora of works has proposed more and more sophisticated machine learning techniques to improve fault prediction models. However, past studies using product metrics from closed-source projects, found a ceiling effect in the ...
- ArticleMay 2014
Characterizing and predicting blocking bugs in open source projects
MSR 2014: Proceedings of the 11th Working Conference on Mining Software RepositoriesPages 72–81https://doi.org/10.1145/2597073.2597099As software becomes increasingly important, its quality becomes an increasingly important issue. Therefore, prior work focused on software quality and proposed many prediction models to identify the location of software bugs, to estimate their fixing-...
- articleJanuary 2011
Software Engineering Productivity: Concepts, Issues and Challenges
International Journal of Information Technology Project Management (IJITPM-IGI), Volume 2, Issue 1Pages 37–47https://doi.org/10.4018/jitpm.2011010103Software engineering productivity has been widely studied, but there are many issues that remain unsolved. Interesting works related to new metrics and more replications of past productivity analysis have emerged, however, in order to fulfill these ...
- ArticleSeptember 2010
Definition and Validation of Metrics for ITSM Process Models
QUATIC '10: Proceedings of the 2010 Seventh International Conference on the Quality of Information and Communications TechnologyPages 79–88https://doi.org/10.1109/QUATIC.2010.13Process metrics can be used to establish baselines, to predict the effort required to go from an “as-is” to a “to-be” scenario or to pinpoint problematic ITSM process models. Several metrics proposed in the literature for business process models can be ...
- ArticleNovember 2009
Evaluating Process Quality Based on Change Request Data --- An Empirical Study of the Eclipse Project
IWSM '09 /Mensura '09: Proceedings of the International Conferences on Software Process and Product MeasurementPages 227–241https://doi.org/10.1007/978-3-642-05415-0_17The information routinely collected in change request management systems contains valuable information for monitoring of the process quality. However this data is currently utilized in a very limited way. This paper presents an empirical study of the ...
- ArticleNovember 2008
Comparison of Process Quality Characteristics Based on Change Request Data
IWSM/Metrikon/Mensura '08: Proceedings of the International Conferences on Software Process and Product MeasurementPages 127–140https://doi.org/10.1007/978-3-540-89403-2_12The evaluation of metrics on data available in change request management (CRM) systems offers valuable information for the assessment of process quality characteristics. The definition of appropriate metrics that consider the underlying change request ...
