Results 11 to 20 of about 281,995 (369)

Error-Type—A Novel Set of Software Metrics for Software Fault Prediction

IEEE Access, 2023
In software development, identifying software faults is an important task. The presence of faults not only reduces the quality of the software, but also increases the cost of development life cycle.
Khoa Phung, Emmanuel Ogunshile, Mehmet Aydin   +2 more
doaj   +2 more sources

Software Fault Prediction Using an RNN-Based Deep Learning Approach and Ensemble Machine Learning Techniques

Applied Sciences, 2023
Alongside the modern software development life cycle approaches, software testing has gained more importance and has become an area researched actively within the software engineering discipline.
Emin Borandag
doaj   +2 more sources

Feature Selection Using Golden Jackal Optimization for Software Fault Prediction

Mathematics, 2023
A program’s bug, fault, or mistake that results in unintended results is known as a software defect or fault. Software flaws are programming errors due to mistakes in the requirements, architecture, or source code. Finding and fixing bugs as soon as they
Himansu Das, Sanjay Prajapati, Mahendra Kumar Gourisaria, Radha Mohan Pattanayak, Abdalla Alameen, Manjur Kolhar   +5 more
doaj   +2 more sources

Entropy Churn Metrics for Fault Prediction in Software Systems [PDF]

Entropy, 2018
Fault prediction is an important research area that aids software development and the maintenance process. It is a field that has been continuously improving its approaches in order to reduce the fault resolution time and effort.
Arvinder Kaur, Deepti Chopra
doaj   +3 more sources

A novel deep neural network structure for software fault prediction [PDF]

PeerJ Computer Science
Software fault prediction is crucial to compute the potential occurrence of faults within the software components, before code testing or execution.
Mehrasa Modanlou Jouybari, Alireza Tajary, Mansoor Fateh, Vahid Abolghasemi   +3 more
doaj   +3 more sources

Salp swarm optimizer for modeling the software fault prediction problem

Journal of King Saud University: Computer and Information Sciences, 2022
This paper proposes the salp swarm algorithm (SSA) combined with a backpropagation neural network (BPNN) to solve the software fault prediction (SFP) problem.
Sofian Kassaymeh, Salwani Abdullah, Ph.D, Mohammed Azmi Al-Betar, Mohammed Alweshah   +3 more
doaj   +2 more sources

Enhanced Binary Moth Flame Optimization as a Feature Selection Algorithm to Predict Software Fault Prediction [PDF]

IEEE Access, 2020
Software fault prediction (SFP) is a complex problem that meets developers in the software development life cycle. Collecting data from real software projects, either while the development life cycle or after lunch the product, is not a simple task, and ...
Iyad Tumar, Yousef Hassouneh, Hamza Turabieh, Thaer Thaher   +3 more
openalex   +2 more sources

Boosted Whale Optimization Algorithm With Natural Selection Operators for Software Fault Prediction [PDF]

IEEE Access, 2021
Software fault prediction (SFP) is a challenging process that any successful software should go through it to make sure that all software components are free of faults.
Yousef Hassouneh, Hamza Turabieh, Thaer Thaher, Iyad Tumar, Hamouda Chantar, Jingwei Too   +5 more
openalex   +2 more sources

Software Fault Prediction for Imbalanced Data: A Survey on Recent Developments

Procedia Computer Science, 2023
Sanchita Pandey, Kuldeep Kumar
openalex   +2 more sources

Software Defect Prediction Framework Using Hybrid Software Metric

JOIV: International Journal on Informatics Visualization, 2022
Software fault prediction is widely used in the software development industry. Moreover, software development has accelerated significantly during this epidemic.
Amirul Zaim, Johanna Ahmad, Noor Hidayah Zakaria, Goh Eg Su, Hidra Amnur   +4 more
doaj   +1 more source