Results 11 to 20 of about 4,766,212 (242)
An empirical investigation into contributory factors of change and fault propensity in large-scale commercial object-oriented software [PDF]
, 2012 This thesis was submitted for the degree of Doctor of Philosophy and was awarded by Brunel UniversityObject-Oriented design and development dominates both commercial and open source software projects.
Gatrell, Matt
core +7 more sources
Engineering Science and Technology, an International Journal, 2020 Software development projects require a critical and costly testing phase to investigate efficiency of the resultant product. As the size and complexity of project increases, manual prediction of software defects becomes a time consuming and costly task.
Fatih Yucalar +3 more
doaj +1 more source
Applying Machine Learning to Software Fault Prediction [PDF]
e-Informatica Software Engineering Journal, 2018 Introduction: Software engineering continuously suffers from inadequate software testing. The automated prediction of possibly faulty fragments of source code allows developers to focus development efforts on fault-prone fragments first. Fault prediction
Bartłomiej Wójcicki, Robert Dąbrowski
doaj +1 more source
Applied Sciences, 2023 Alongside the modern software development life cycle approaches, software testing has gained more importance and has become an area researched actively within the software engineering discipline.
Emin Borandag
doaj +1 more source
Software Quality Prediction Models Compared
, 2010 Numerous empirical studies confirm that many software metrics aggregated in software quality prediction models are valid predictors for qualities of general interest like maintainability and correctness.
Gutzmann, Tobias, +2 more
core +9 more sources
Efficacy of Inheritance Aspect in Software Fault Prediction—A Survey Paper
IEEE Access, 2020 Software fault prediction (SFP) is a research area that helps development and testing process deliver software of good quality. Software metrics are of various types and are used in SFP for measurements. Inheritance is a prominent feature, which measures
Syed Rashid Aziz +2 more
doaj +1 more source
A general software defect-proneness prediction framework [PDF]
, 2011 This is the author's accepted manuscript. The final published article is available from the link below. Copyright @ 2011 IEEE. Personal use of this material is permitted.
Jin Liu +9 more
core +1 more source
Inheritance metrics feats in unsupervised learning to classify unlabeled datasets and clusters in fault prediction [PDF]
PeerJ Computer Science, 2021 Fault prediction is a necessity to deliver high-quality software. The absence of training data and mechanism to labeling a cluster faulty or fault-free is a topic of concern in software fault prediction (SFP).
Syed Rashid Aziz +2 more
doaj +2 more sources
Identification of Fault Prone Components in Multimedia Software based on Optimal Threshold Values decided using Genetic Algorithm [PDF]
Journal of Universal Computer ScienceFault prediction of multimedia software is necessary to develop good quality multimedia software because integrating various multimedia heterogeneous components in a software system usually generates many faults.
Manpreet Singh, Jitender Kumar Chhabra
doaj +3 more sources
Researcher bias: The use of machine learning in software defect prediction [PDF]
, 2014 This is the author's accepted manuscript. The final published article is available from the link below. Copyright @ 2014 IEEE. Personal use of this material is permitted.
Bowes, David +5 more
core +1 more source