Software defect prediction using principal component analysis and naïve bayes algorithm
N Dhamayanthi, B Lavanya - Proceedings of International Conference on …, 2019 - Springer
How can I deliver defect-free software? Can I achieve more with less resources? How can I
reduce time, effort, and cost involved in developing software? Software defect prediction is …
reduce time, effort, and cost involved in developing software? Software defect prediction is …
[PDF][PDF] A feature selection based ensemble classification framework for software defect prediction
Software defect prediction is one of the emerging research areas of software engineering.
The prediction of defects at early stage of development process can produce high quality …
The prediction of defects at early stage of development process can produce high quality …
A novel approach for software defect prediction using CNN and GRU based on SMOTE Tomek method
NAA Khleel, K Nehéz - Journal of Intelligent Information Systems, 2023 - Springer
Software defect prediction (SDP) plays a vital role in enhancing the quality of software
projects and reducing maintenance-based risks through the ability to detect defective …
projects and reducing maintenance-based risks through the ability to detect defective …
Neural network based software defect prediction using genetic algorithm and particle swarm optimization
SI Ayon - 2019 1st International Conference on Advances in …, 2019 - ieeexplore.ieee.org
In the arena of software engineering, software defects prediction is one of the most attractive
research topics. Here the main task is to predict if there is any bug in the software or not. For …
research topics. Here the main task is to predict if there is any bug in the software or not. For …
A PROMETHEE based evaluation of software defect predictors
A software defect is an error, flaw, mistake, or fault in a computer program or system that
produces incorrect or unexpected results and the process of locating defective modules in …
produces incorrect or unexpected results and the process of locating defective modules in …
An Ensemble Model for Software Defect Prediction
AR Ali, AU Rehman, A Nawaz, TM Ali… - 2022 2nd International …, 2022 - ieeexplore.ieee.org
Software testing is one of the important ways to ensure the quality of software. It is found that
testing cost more than 50% of overall project cost. Effective and efficient software testing …
testing cost more than 50% of overall project cost. Effective and efficient software testing …
[引用][C] Overview of software defect prediction using machine learning algorithms
N Kalaivani, R Beena - International Journal of Pure and Applied Mathematics, 2018
A survey of software defect prediction based on deep learning
M Nevendra, P Singh - Archives of Computational Methods in Engineering, 2022 - Springer
Software defect prediction (SDP) is a procedure to develop a model that can be utilized by
software practitioners and researchers in the initial phases of the software development life …
software practitioners and researchers in the initial phases of the software development life …
Analysis of feature selection methods in software defect prediction models
Improving software quality by proactively detecting potential defects during development is a
major goal of software engineering. Software defect prediction plays a central role in …
major goal of software engineering. Software defect prediction plays a central role in …
Automated parameter tuning of artificial neural networks for software defect prediction
Z Yang, H Qian - Proceedings of the 2nd International Conference on …, 2018 - dl.acm.org
Defect prediction can help predict defect-prone software modules and improve the efficiency
and accuracy of defect location and repair, which plays an extremely important role in …
and accuracy of defect location and repair, which plays an extremely important role in …