Add to ORKGSoftware bugs are the main problem that affects overall software reliability. The prediction of the number of bugs allows the developers to estimate overall reliability of the software during the development process. Furthermore, the prediction of their location can improve the testing process by focusing on the crucial modules which may contain the highest number of faults. The current approaches of fault prediction take into account the software metrics, e.g., lines of code, number of methods, number of attributes, and use various techniques to predict the number and the location of faults. This seminar paper shall investigate the machine learning techniques which can be used to predict the number and location of software bugs. Reference
Context: Software fault prediction has been an important research topic in the software engineering ...
Developers have to select appropriate tools, methods and approaches in order to efficiently reproduc...
Context. Software testing is the process of finding faults in software while executing it. The resul...
The goal of software bug prediction is to identify the software modules that will have the likelihoo...
Abstract — Predicting software bugs is an important part of the software development process. SBP's ...
Abstract-- Predicting faults early in the software life cycle can be used to improve software proces...
The goal of software bug prediction is to identify the software modules that will have the likelihoo...
Machine learning techniques can be used to analyse data from different perspectives and enable devel...
Software faults are the main problem that affects overall software reliability. The prediction of th...
One of the important aims of the continuous software development process is to localize and remove a...
One of the important aims of the continuous software development process is to localize and remove a...
One of the important aims of the continuous software development process is to localize and remove a...
The presence of bugs in a software release has become inevitable. The loss incurred by a company due...
Measuring the performance, reliability or quality of a software simply describes the sequence of act...
The article titled "Method level bug prediction: An overview," authored by Soniya Satti, a Data Scie...
Context: Software fault prediction has been an important research topic in the software engineering ...
Developers have to select appropriate tools, methods and approaches in order to efficiently reproduc...
Context. Software testing is the process of finding faults in software while executing it. The resul...
The goal of software bug prediction is to identify the software modules that will have the likelihoo...
Abstract — Predicting software bugs is an important part of the software development process. SBP's ...
Abstract-- Predicting faults early in the software life cycle can be used to improve software proces...
The goal of software bug prediction is to identify the software modules that will have the likelihoo...
Machine learning techniques can be used to analyse data from different perspectives and enable devel...
Software faults are the main problem that affects overall software reliability. The prediction of th...
One of the important aims of the continuous software development process is to localize and remove a...
One of the important aims of the continuous software development process is to localize and remove a...
One of the important aims of the continuous software development process is to localize and remove a...
The presence of bugs in a software release has become inevitable. The loss incurred by a company due...
Measuring the performance, reliability or quality of a software simply describes the sequence of act...
The article titled "Method level bug prediction: An overview," authored by Soniya Satti, a Data Scie...
Context: Software fault prediction has been an important research topic in the software engineering ...
Developers have to select appropriate tools, methods and approaches in order to efficiently reproduc...
Context. Software testing is the process of finding faults in software while executing it. The resul...