Software defect prediction and quality assurance are critical fields in modern software engineering that focus on identifying error-prone components early in the development cycle. By utilising ...

Abstract: In the realm of software defect prediction, unsupervised models often step in when labelled datasets are scarce, despite facing the challenge of validating models without prior knowledge of ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Vivek Yadav, an engineering manager from ...

Abstract: Software defect prediction uses defect-related features to predict possible future defects in software. Abstract syntax tree (AST) is a deep semantic feature of software, which represents ...

Defect density measures how many bugs exist within a specific amount of code. It helps you quantify software quality objectively, and you can use it to compare modules, track improvements over time, ...

Over the years, medical devices have become increasingly dependent on software. They have evolved from the use of a metronome circuit for early cardiac pacemakers to functions that include ...

I recently had to update my password on a site that I joined many, many years ago -- far enough in the past that a "good enough" password was "any five characters." The site now wanted me to have a ...