[PDF][PDF] A review on artificial intelligence approach on prediction of software defects

P Gupta, P Sahai - International Journal of Research and Development …, 2016 - ijrdase.com
This paper presents a literature review of the use of various techniques for artificial
intelligence techniques in the field of software defect prediction. This literature review is very …

Developing Conceptual Framework of Software Defect Prediction in Software Testing: The Case of Ethiopian Software Industries

M Gemeno - International Journal of Technology and Systems, 2023 - iprjb.org
Purpose: Software defect prediction is one of the most active research areas in software
engineering. As our dependency on software is increasing, software quality is becoming …

[引用][C] Software defect severity level prediction using machine learning techniques

Z Miraj - 2021 - ASTU

Survey on Innovative Techniques to Predict Software Defects

M Prashanthi, M Chandra Mohan - … Proceedings of the Ninth ICICSE, 2021, 2022 - Springer
Among the most important activities of the SDLC testing phase is the software defect
prediction (SDP). The modules are identified that are vulnerable to defects and require …

Software quality modeling using metrics of early artifacts

C Kumar, DK Yadav - 2013 - IET
Software industries require reliability prediction for quality evaluation and resource planning.
In early phase of software development, failure data is not accessible to conclude the …

[HTML][HTML] Defect prediction leads to high quality product

N Azeem, S Usmani - Journal of Software Engineering and Applications, 2011 - scirp.org
Defect prediction is relatively a new research area of software quality assurance. A project
team always aims to produce a quality product with zero or few defects. Quality of a product …

Early Software Defects Density Prediction: Training the International Software Benchmarking Cross Projects Data Using Supervised Learning

T Tahir, C Gencel, G Rasool, T Umer, J Rasheed… - IEEE …, 2023 - earsiv.arel.edu.tr
Recent reviews of the literature indicate the need for empirical studies on cross-project
defect prediction (CPDP) that would allow aggregation of the evidence and improve …

Progress on approaches to software defect prediction

Z Li, XY Jing, X Zhu - Iet Software, 2018 - Wiley Online Library
Software defect prediction is one of the most popular research topics in software
engineering. It aims to predict defect‐prone software modules before defects are discovered …

Effects of software metrics on defect density an approach for quality improvement

DK Verma - shodhganga.inflibnet.ac.in
Maintaining Software Quality in products is a major challenge for software developers
Software defects are the prime factors affecting the quality of a software product Even though …

The Effect of Environmental Metrics on Software Fault Prediction

M Odabasi, E Gul - … Journal of Software Engineering and Knowledge …, 2023 - World Scientific
In this study, besides the software metrics, the environmental metrics such as experience of
software engineer, similar project experience, size of the project, programming language …