Results 1 to 10 of about 1,163 (133)
Automatic Bug Triaging via Deep Reinforcement Learning
Applied Sciences, 2022 Software maintenance and evolution account for approximately 90% of the software development process (e.g., implementation, testing, and maintenance).
Yong Liu +5 more
doaj +3 more sources
International Journal of Information Management Data Insights, 2023 The timely release of defect-free software and the optimization of development costs depend on efficient software bug triaging (SBT) techniques. SBT can also help in managing the vast information available in software bug repositories.
Naresh Kumar Nagwani, Jasjit S. Suri
doaj +3 more sources
A Novel Deep-Learning-Based Bug Severity Classification Technique Using Convolutional Neural Networks and Random Forest with Boosting [PDF]
Sensors, 2019 The accurate severity classification of a bug report is an important aspect of bug fixing. The bug reports are submitted into the bug tracking system with high speed, and owing to this, bug repository size has been increasing at an enormous rate.
Ashima Kukkar +5 more
doaj +2 more sources
Classification and intuitionistic fuzzy set based software bug triaging techniques
Journal of King Saud University: Computer and Information Sciences, 2022 Software development is a modular approach involving multiple developers and multi-tasking teams working at different locations. A particular term in a software bug can belong to multiple modules and multiple developers’ profiles.
Rama Ranjan Panda, Naresh Kumar Nagwani
doaj +3 more sources
Text mining meets community curation: a newly designed curation platform to improve author experience and participation at WormBase. [PDF]
Database (Oxford), 2020 Biological knowledgebases rely on expert biocuration of the research literature to maintain up-to-date collections of data organized in machine-readable form.
Arnaboldi V +5 more
europepmc +3 more sources
IEEE Access, 2023 Bug reports are generated in large numbers during the software development processes in the software industry. The manual processing of these issues is usually time consuming and prone to errors, consequently delaying the entire software development ...
Razvan Bocu +2 more
doaj +1 more source
Computers, 2023 Software engineering is a comprehensive process that requires developers and team members to collaborate across multiple tasks. In software testing, bug triaging is a tedious and time-consuming process.
Mina Samir +2 more
doaj +1 more source
Machine Learning or Information Retrieval Techniques for Bug Triaging: Which is better? [PDF]
e-Informatica Software Engineering Journal, 2017 Bugs are the inevitable part of a software system. Nowadays, large software development projects even release beta versions of their products to gather bug reports from users.
Anjali Goyal, Neetu Sardana
doaj +1 more source
APPLICATION OF EXPLAINABLE ARTIFICIAL INTELLIGENCE IN SOFTWARE BUG CLASSIFICATION
Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska, 2023 Fault management is an expensive process and analyzing data manually requires a lot of resources. Modern software bug tracking systems may be armed with automated bug report assignment functionality that facilitates bug classification or bug assignment ...
Łukasz Chmielowski +2 more
doaj +1 more source
NRFixer: Sentiment Based Model for Predicting the Fixability of Non-Reproducible Bugs [PDF]
e-Informatica Software Engineering Journal, 2017 Software maintenance is an essential step in software development life cycle. Nowadays, software companies spend approximately 45\% of total cost in maintenance activities.
Anjali Goyal, Neetu Sardana
doaj +1 more source