Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 6 of 6 for “"software defect"”.
-
Software defect localization using explainable deep learning
The rapid proliferation of software has led to an increase in security threats, causing data breaches that have severe privacy implications and substantial financial consequences. As a result, software developers are under pressure to efficiently identify and mitigate vulnerabilities. One category …
-
k-Label Dependent Evolutionary Distance Weighting for Software Defect Prediction
Software Defect Prediction is a field of study that uses machine learning algorithms to identify software that is susceptible to defects. Software defects and bugs can potentially cause errors that have significant consequences ranging from minor inconveniences to system failures. Identification of …
-
Software defect tracking during new product development of a computer system
Software defects (colloquially known as "bugs") have a major impact on the market acceptance and profitability of computer systems. Sun Microsystems markets both hardware and software for a wide variety of customer needs. The integration of hardware and software is a key core capability for Sun. …
-
Enhancing Software Defect Prediction: Investigating Diverse Representations of Source Code as Feature Values in Classical and Quantum Machine Learning Approaches
Software defect prediction is one of the prominent topics within the software engineering research domain. Studies have been delved into predicting and addressing software bugs (also known as defects/ issues). Yet, the landscape remains marked by a steady influx of new reports filling bug …
-
Empirical Evaluation of Graph-Anonymized Metrics for JIT Defect Prediction
Software analytics data, housed in version control and issue report repositories, serves pivotal roles in organizational tasks like predicting code bugs and selecting code reviewers. Yet, individual organizations often lack the breadth of data needed for these analytics, making data sharing …
-
Characterizing and Diagnosing Architectural Degeneration of Software Systems from Defect Perspective
The architecture of a software system is known to degrade as the system evolves over time due to change upon change, a phenomenon that is termed architectural degeneration. Previous research has focused largely on structural "deviations" of an architecture from its baseline. However, another angle …