Results 11 to 20 of about 168,901 (241)

Predicting Duplicate in Bug Report Using Topic-Based Duplicate Learning With Fine Tuning-Based BERT Algorithm

open access: yesIEEE Access, 2022
As the usage and coverage of software increase, various functional improvements and bugs are occurring. The Eclipse, Mozilla open-source projects receive more than about 300 bug reports per day.
Taemin Kim, Geunseok Yang
doaj   +1 more source

Enhancing Bug Localization Using Phase-Based Approach

open access: yesIEEE Access, 2023
Software bug localization is an important step in the software maintenance process. Automatic bug localization can reduce the time consumed in the process of localization.
Amr Mansour Mohsen   +4 more
doaj   +1 more source

An Exploratory Study of Field Failures [PDF]

open access: yes, 2017
Field failures, that is, failures caused by faults that escape the testing phase leading to failures in the field, are unavoidable. Improving verification and validation activities before deployment can identify and timely remove many but not all faults,
Gazzola, Luca   +3 more
core   +7 more sources

A severity predication method for variable granularity bug report

open access: yesNantong Daxue xuebao. Ziran kexue ban, 2022
The previous studies generally model the bug report severity prediction problem as a coarse-grained classification problem(i.e., binary classification problem) or a fine-grained classification problem(i.e., multi-class classification problem).
JIA Yanxin; LIN Hao; CHEN Xiang; PU Xuelian; GE Hua
doaj   +1 more source

Locating bugs without looking back [PDF]

open access: yes, 2017
Bug localisation is a core program comprehension task in software maintenance: given the observation of a bug, e.g. via a bug report, where is it located in the source code?
CD Manning   +12 more
core   +2 more sources

LCBPA: An Enhanced Deep Neural Network-Oriented Bug Prioritization and Assignment Technique Using Content-Based Filtering

open access: yesIEEE Access, 2021
Software maintenance is an important phase of a development life cycle that needs to be essentially performed in order to avoid the software failure. To systematically handle the bugs (defects), the software development organization develops a bug report
Hassan Tahir   +2 more
doaj   +1 more source

Bug or Not? Bug Report Classification Using N-Gram IDF [PDF]

open access: yes, 2017
Previous studies have found that a significant number of bug reports are misclassified between bugs and non-bugs, and that manually classifying bug reports is a time-consuming task.
Hata, Hideaki   +3 more
core   +2 more sources

Locating Source Code Bugs in Software Information Systems Using Information Retrieval Techniques

open access: yesBig Data and Cognitive Computing, 2022
Bug localization is the process through which the buggy source code files are located regarding a certain bug report. Bug localization is an overwhelming and time-consuming process.
Ali Alawneh   +2 more
doaj   +1 more source

A Novel Two-Step Classification Approach for Runtime Performance Improvement of Duplicate Bug Report Detection [PDF]

open access: yesComputer and Knowledge Engineering, 2023
Duplicate Bug Report Detection (DBRD) is one of the famous problems in software triage systems like Bugzilla. There are two main approaches to this problem, including information retrieval and machine learning.
Behzad Soleimani Neysiani   +1 more
doaj   +1 more source

Sentence embedding and fine-tuning to automatically identify duplicate bugs

open access: yesFrontiers in Computer Science, 2023
Industrial software maintenance is critical but burdensome. Activities such as detecting duplicate bug reports are often performed manually. Herein an automated duplicate bug report detection system improves maintenance efficiency using vectorization of ...
Haruna Isotani   +5 more
doaj   +1 more source

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