Comparative Analysis of Software Defect PredictionTechniques

M Sirshar, H Mir, K Amir, L Zainab - 2019 - preprints.org
Accurate prediction of defects in software components plays a vital role in administrating the
quality of the quality and efficiency of the system to be developed. So we have written a …

Statistical Analysis for Revealing Defects in Software Projects

ANMF Elsayed - 2022 - search.proquest.com
Defect detection in software is the procedure to identify parts of software that may comprise
defects. Software companies always seek to improve the performance of software projects in …

Towards implementing defect prediction in the software development process

M Jureczko, NT Nguyen, M Szymczyk… - Journal of Intelligent & …, 2019 - content.iospress.com
Defect prediction is a method of identifying possible locations of software defects without
testing. Software tests can be laborious and costly thus one may expect defect prediction to …

[PDF][PDF] Predicting defect types in software projects

Ł Radliński - Polish Journal of Environmental Studies, 2009 - lukaszradlinski.com
Predicting software defects has been one of the most demanding tasks for software
engineering researchers and practitioners. The work in this area resulted in producing …

A Review on Software Defect Prediction Using Machine Learning

S Gautam, A Khunteta, D Ghosh - … of the 4th International Conference on …, 2022 - dl.acm.org
Software plays an important role in many of the systems and devices that make up our
modern societies. In order to provide their customers with software of a higher quality in a …

Analytical approach to cross project defect prediction

V Suhag, A Garg, SK Dubey, BK Sharma - Soft Computing: Theories and …, 2020 - Springer
Ensuring software quality has been an issue since the very beginning of software industry.
Now with the advancement in technology, tools and development cycles, new paradigms …

[PDF][PDF] Survey on software defect prediction

J Nam - Department of Compter Science and Engineerning …, 2014 - Citeseer
Software defect prediction is one of the most active research areas in software engineering.
Defect prediction results provide the list of defect-prone source code artifacts so that quality …

An empirical framework to investigate the impact of bug fixing on internal quality attributes

L Kumar, S Tummalapalli, LB Murthy - Arabian Journal for Science and …, 2021 - Springer
Software testing is the process of fixing bugs by changing the design of the software or
simple logic of the software. Researchers have proposed many tools and methods using …

Incremental development of fault prediction models

Y Jiang, B Cukic, T Menzies, J Lin - International journal of software …, 2013 - World Scientific
The identification of fault-prone modules has a significant impact on software quality
assurance. In addition to prediction accuracy, one of the most important goals is to detect …

[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 …