Results 11 to 20 of about 122,840 (334)

Hyper-Parameter Optimization of Classifiers, Using an Artificial Immune Network and Its Application to Software Bug Prediction

open access: yesIEEE Access, 2020
Software testing is an important task in software development activities, and it requires most of the resources, namely, time, cost and effort. To minimize this fatigue, software bug prediction (SBP) models are applied to improve the software quality ...
Faiza Khan   +3 more
doaj   +3 more sources

Automated Classification of Unstructured Bilingual Software Bug Reports: An Industrial Case Study Research

open access: yesApplied Sciences, 2021
Software bug report classification is a critical process to understand the nature, implications, and causes of software failures. Furthermore, classification enables a fast and appropriate reaction to software bugs. However, for large-scale projects, one
Ömer Köksal, Bedir Tekinerdogan
doaj   +1 more source

Software Vulnerabilities and Bug Bounty Programs [PDF]

open access: yesSSRN Electronic Journal, 2020
Many software developers employ bug bounty programs that award a prize for the detection of bugs in their software. We analyze, in a model with asymmetric information, under which conditions a bug bounty program is beneficial for a software developer. In our model, a bug bounty program allows developers to perfectly discriminate between different types
Bienz, Carsten, Juranek, Steffen
openaire   +2 more sources

APPLICATION OF EXPLAINABLE ARTIFICIAL INTELLIGENCE IN SOFTWARE BUG CLASSIFICATION

open access: yesInformatyka, 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

Code Search Engine for Bug Localization [PDF]

open access: yesJisuanji kexue, 2021
With the evolution and the increased complexity of software project,bug fixing is getting more difficult.During the bug fixing,developers need to spend a lot of time on bug localization and fixing.To evaluate this problem,this paper builds a bug-code ...
CHANG Jian-ming, BO Li-li, SUN Xiao-bing
doaj   +1 more source

Predicting the Effectiveness of Blockchain Bug Bounty Programs

open access: yesProceedings of the International Florida Artificial Intelligence Research Society Conference, 2023
Bug bounty programs have proven to be an effective means for organizations to incentivize ethical hackers to report security vulnerabilities in their software.
Ed Marcavage, Jake Mason, Chen Zhong
doaj   +1 more source

An Extended Survey Concerning the Significance of Artificial Intelligence and Machine Learning Techniques for Bug Triage and Management

open access: yesIEEE 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

Machine Learning or Information Retrieval Techniques for Bug Triaging: Which is better? [PDF]

open access: yese-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

Security Bug Report Usage for Software Vulnerability Research: A Systematic Mapping Study

open access: yesIEEE Access, 2021
Context: Security bug reports are reports from bug tracking systems that include descriptions and resolutions of security vulnerabilities that occur in software projects.
Farzana Ahamed Bhuiyan   +2 more
doaj   +1 more source

NRFixer: Sentiment Based Model for Predicting the Fixability of Non-Reproducible Bugs [PDF]

open access: yese-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

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