Deep Neural Network-Based Severity Prediction of Bug Reports (original) (raw)
Related papers
Bug Reports and Deep Learning Models
International Journal of Computer Science and Mobile Computing, 2021
On Usefulness of the Deep-Learning-Based Bug Localization Models to Practitioners
Proceedings of the Fifteenth International Conference on Predictive Models and Data Analytics in Software Engineering, 2019
Predicting Bugs' Components via Mining Bug Reports
Sensors (Basel, Switzerland), 2019
An Approach for Predicting Bug Report Fields Using a Neural Network Learning Model
Abdelwahab Hamou-lhadj, Abdelwahab Trabelsi
Bug Severity Classification Using Semantic Feature with Convolution Neural Network
Advances in Intelligent Systems and Computing, 2019
CNN-Based Automatic Prioritization of Bug Reports
IEEE Transactions on Reliability, 2020
An Analysis of Deep Neural Network for Recommending Developers to Fix Reported Bugs
2021
International Journal of Recent Technology and Engineering (IJRTE), 2019
Duplicate Bug Report Detection and Classification System Based on Deep Learning Technique
IEEE Access
Automated support for classifying software failure reports
2003
An Automated Approach for the Prediction of the Severity Level of Bug Reports Using GPT-2
Security and Communication Networks
A time-based approach to automatic bug report assignment
Journal of Systems and Software, 2015
Early Detection of Security-Relevant Bug Reports using Machine Learning: How Far Are We?
ArXiv, 2021
Predicting Software Defects using Machine Learning Techniques
International Journal of Advanced Trends in Computer Science and Engineering, 2020
Predicting Bug Category Based on Analysis of Software Repositories
Software Engineering Approach to Bug Prediction Models using Machine Learning as a Service (MLaaS)
Proceedings of the 13th International Conference on Software Technologies
A Systematic Literature Review of Software Defect Prediction Using Deep Learning
Journal of Computer Science, 2021
International Journal of Electrical and Computer Engineering (IJECE)
International Journal of Electrical and Computer Engineering (IJECE), 2024
On the Use of Deep Learning in Software Defect Prediction
arXiv (Cornell University), 2022
IEEE Access, 2022
Automatic Bug Assignment Using Information Extraction Methods
2012 International Conference on Advanced Computer Science Applications and Technologies (ACSAT), 2012
A comprehensive study on deep learning bug characteristics
Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019
Analyzing Networks of Issue Reports
2013
Deep Learning for Software Defect Prediction
Proceedings of the IEEE/ACM 42nd International Conference on Software Engineering Workshops
VulDeePecker: A Deep Learning-Based System for Vulnerability Detection
2018
Indonesian Journal of Electrical Engineering and Computer Science
Towards a Deep Learning Model for Vulnerability Detection on Web Application Variants
2020 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW), 2020
Answering Follow-up Questions on Bug Reports with Structured Information Retrieval and Deep Learning
arXiv (Cornell University), 2023
REMI: defect prediction for efficient API testing
Proceedings of the 2015 10th Joint Meeting on Foundations of Software Engineering, 2015
Predicting the severity of a reported bug
2010 7th IEEE Working Conference on Mining Software Repositories (MSR 2010), 2010
Cloud-based bug tracking software defects analysis using deep learning
Journal of Cloud Computing, 2022
DRAST - A Deep Learning and AST Based Approach for Bug Localization
ArXiv, 2020
A Survey on Automated Software Vulnerability Detection Using Machine Learning and Deep Learning
arXiv (Cornell University), 2023