A feature selection model for prediction of software defects
Software is a collection of computer programs written in a programming language. Software
contains various modules which make it a complex entity and it can increase the defect …
contains various modules which make it a complex entity and it can increase the defect …
[PDF][PDF] Software Fault Prediction with Data Mining Techniques by Using Feature Selection Based Models.
Software engineering activities comprise of several activities to ensure that the quality
product will be achieved at the end. Some of these activities are software testing, inspection …
product will be achieved at the end. Some of these activities are software testing, inspection …
[PDF][PDF] Performance analysis of machine learning techniques on software defect prediction using NASA datasets
Defect prediction at early stages of software development life cycle is a crucial activity of
quality assurance process and has been broadly studied in the last two decades. The early …
quality assurance process and has been broadly studied in the last two decades. The early …
Hybrid approach for software defect prediction using machine learning with optimization technique
C Manjula, L Florence - International Journal of Computer …, 2018 - publications.waset.org
Software technology is developing rapidly which leads to the growth of various industries.
Now-a-days, software-based applications have been adopted widely for business purposes …
Now-a-days, software-based applications have been adopted widely for business purposes …
Improved prediction of software defects using ensemble machine learning techniques
S Mehta, KS Patnaik - Neural Computing and Applications, 2021 - Springer
Software testing process is a crucial part in software development. Generally the errors
made by developers get fixed at a later stage of the software development process. This …
made by developers get fixed at a later stage of the software development process. This …
Comprehensive Survey of different Machine Learning Algorithms used for Software Defect Prediction
V Gururaj, KR Umadi, M Kumar… - … on Decision Aid …, 2022 - ieeexplore.ieee.org
The software development life cycle is a long and complicated process. It consists of
analysis, design, development, testing and deployment. Defect prediction is the technique of …
analysis, design, development, testing and deployment. Defect prediction is the technique of …
Software Defect Prediction: A Comparative Analysis of Machine Learning Techniques
The early prediction of defective modules in developing software can help the development
team to utilize the available resources efficiently to deliver high quality software product in …
team to utilize the available resources efficiently to deliver high quality software product in …
[PDF][PDF] A Framework for Software Defect Prediction Using Feature Selection and Ensemble Learning Techniques.
Testing is one of the crucial activities of software development life cycle which ensures the
delivery of high quality product. As software testing consumes significant amount of …
delivery of high quality product. As software testing consumes significant amount of …
Software defect prediction using metaheuristic algorithms and classification techniques
From the start of software development, Software Defect Prediction (SDP) is a significant and
emerging challenge in the field of software engineering. Without an accurate model for …
emerging challenge in the field of software engineering. Without an accurate model for …
[PDF][PDF] A feature selection based model for software defect prediction
Software is a complex entity composed in various modules with varied range of defect
occurrence possibility. Efficient and timely prediction of defect occurrence in software allows …
occurrence possibility. Efficient and timely prediction of defect occurrence in software allows …