Locating Source Code Bugs in Software Information Systems Using Information Retrieval Techniques [PDF]
Big 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
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Automated software bug severity classification using ensemble machine learning scheme: A real case study. [PDF]
PLoS ONESoftware bug report classification is one of the most significant processes in software development for determining the nature and severity of faults based on their causes and effects.
Mohammadreza Namdar +3 more
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Optimization of the Bugs Classification of the Ticketing System in Software Development: a Study Case [PDF]
CommIT Journal, 2016 Computer bug elimination is an important phase in the software development process. A ticketing system is usually used to classify the identified bug type and to assign a suitable developer. This system is handled manually and error prone.
Danar Ardhito, Abba Suganda Girsang
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SynergyBug: A deep learning approach to autonomous debugging and code remediation [PDF]
Scientific ReportsBug detection and resolution are pivotal to maintaining the quality, reliability, and performance of software systems. Manual debugging, along with traditional static rule-based methods, proves inefficient when applied to complex software structures in ...
Hong Chen
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Cross-Platform Bug Localization Strategies: Utilizing Machine Learning for Diverse Software Environment Adaptability [PDF]
Emerging Technologies and Engineering JournalThis paper introduces a novel hybrid machine learning model that combines Long Short-Term Memory (LSTM) networks and SHapley Additive exPlanations (SHAP) to enhance bug localization across multiple software platforms.
Waqas Ali, Mariam Sabir
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Examining the Quality of Bug Report Titles:An Empirical Study [PDF]
Jisuanji kexue, 2023 The title of a software bug serves as a concise summary of the bug,which can help developers swiftly comprehend the bug and facilitate effective software bug management.Current software development practices reveal that the quality of bug titles varies ...
XU Yong, SUN Longfei, ZHANGTANG Haoran, MAO Xinjun
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Research and Progress on Bug Report-oriented Bug Localization Techniques [PDF]
Jisuanji kexue, 2022 Software bug localization is an important task in bug fixing process.The bug report-oriented localization approaches typically use software bug reports that describe the phenomenon of bugs as queries,and source code as corpus.First,correlations between ...
NI Zhen, LI Bin, SUN Xiao-bing, LI Bi-xin, ZHU Cheng
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Development of partial least squares regression with discriminant analysis for software bug prediction. [PDF]
HeliyonRajkó R, Siket I, Hegedűs P, Ferenc R.
europepmc +2 more sources
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 +1 more source
IEEE 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
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