A soft computing approach for software defect density prediction

M Azzeh, Y Alqasrawi, Y Elsheikh - Journal of Software …, 2024 - Wiley Online Library
Defect density is an essential software testing and maintenance aspect that determines the
quality of software products. It is used as a management factor to distribute limited human …

Experience in predicting fault-prone software modules using complexity metrics

L Yu, A Mishra - Quality Technology & Quantitative Management, 2012 - Taylor & Francis
Complexity metrics have been intensively studied in predicting fault-prone software
modules. However, little work is done in studying how to effectively use the complexity …

RETRACTED ARTICLE: Exponential Relationship Based Approach for Predictions of Defect Density Using Optimal Module Sizes

DK Verma, S Kumar - Proceedings of the National Academy of Sciences …, 2016 - Springer
Although, a number of researches have been taken to predict software defect density,
analysis of dependency of this attribute on particular factor is need of researchers. In the …

[引用][C] Overview of software defect prediction using machine learning algorithms

N Kalaivani, R Beena - International Journal of Pure and Applied Mathematics, 2018

Software Defect Prediction Approaches Revisited

KS Shebl, YM Afify, N Badr - International Journal of Intelligent …, 2023 - journals.ekb.eg
A crucial field in software development and testing is Software Defect Prediction (SDP)
because the quality, dependability, efficiency, and cost of the software are all improved by …

[PDF][PDF] An Empirical Study into Supervised Machine Learning Techniques for Software Fault Prediction

OPS Tamanna - researchgate.net
Software defect prediction helps in predicting the fault-prone modules which help in
managing the testing resources efficiently. Literature witnesses' vast number of software fault …

Software defect prediction: future directions and challenges

Z Li, J Niu, XY Jing - Automated Software Engineering, 2024 - Springer
Software defect prediction is one of the most popular research topics in software
engineering. The objective of defect prediction is to identify defective instances prior to the …

[PDF][PDF] A study on software defect prediction using classification techniques

S Merugula - International Journal of Computer Science & …, 2016 - ijcset.com
Software defect prediction is the process of developing models for software projects is
helpful for reducing the effort in locating defects. Software defect prediction aids to improve …

Assessment of the software defect prediction cost effectiveness in an industrial project

J Hryszko, L Madeyski - … Engineering: Challenges and Solutions: Results of …, 2017 - Springer
Software defect prediction is a promising, new approach to increase both, software quality
and development pace. Unfortunately, the cost effectiveness of software defect prediction in …

Software fault prediction at design phase

P Singh, S Verma, OP Vyas - Journal of Electrical Engineering and …, 2014 - koreascience.kr
Prediction of fault-prone modules continues to attract researcher's interest due to its
significant impact on software development cost. The most important goal of such …