Evolving diverse ensembles using genetic programming has recently been proposed for
classification problems with unbalanced data. Population diversity is crucial for evolving …

Component‐based software development (CBSD) is an active area of research.
Ascertaining the quality of components is important for overall software quality assurance in …

To guarantee the performance and security of the complex system, in this paper, we focus
on the problem of fault diagnosis and fault prediction method for the complex system. The …

Unit verification, including software inspections and unit tests, is usually the first code
verification phase in the software development process. However, principles of unit …

Evolving diverse ensembles using genetic programming has recently been proposed for
classification problems with unbalanced data. Population diversity is crucial for evolving …

Many research studies in the past have shown that the distribution of bugs in software
systems follows the Pareto principle. Some studies have also proposed the Pareto …

A fundamental goal of software engineering practice is to ensure that code quality is
maintained throughout its lifetime. Measuring and maintaining the quality of test code should …

As evolving complex systems have become the central part of almost every human activity,
their reliability is the key property for their successful application, especially with the …

The explosive growth of the Internet has fundamentally changed the global society. The
emergence of concepts like service-oriented architecture (SOA), Software as a Service …

Software Defect Prediction (SDP) deals with localization of potentially faulty areas of the
source code. Classification models are the main tool for performing the prediction and the …