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[HTML][HTML] Applications of natural language processing in software traceability: A systematic map** study
A key part of software evolution and maintenance is the continuous integration from
collaborative efforts, often resulting in complex traceability challenges between software …
collaborative efforts, often resulting in complex traceability challenges between software …
Predictive models in software engineering: Challenges and opportunities
Predictive models are one of the most important techniques that are widely applied in many
areas of software engineering. There have been a large number of primary studies that …
areas of software engineering. There have been a large number of primary studies that …
The ABC of software engineering research
A variety of research methods and techniques are available to SE researchers, and while
several overviews exist, there is consistency neither in the research methods covered nor in …
several overviews exist, there is consistency neither in the research methods covered nor in …
Traceability in the wild: automatically augmenting incomplete trace links
Software and systems traceability is widely accepted as an essential element for supporting
many software development tasks. Today's version control systems provide inbuilt features …
many software development tasks. Today's version control systems provide inbuilt features …
A literature review of automatic traceability links recovery for software change impact analysis
In large-scale software development projects, change impact analysis (CIA) plays an
important role in controlling software design evolution. Identifying and accessing the effects …
important role in controlling software design evolution. Identifying and accessing the effects …
Automatic traceability maintenance via machine learning classification
Previous studies have shown that software traceability, the ability to link together related
artifacts from different sources within a project (eg, source code, use cases, documentation …
artifacts from different sources within a project (eg, source code, use cases, documentation …
Improving the effectiveness of traceability link recovery using hierarchical bayesian networks
Traceability is a fundamental component of the modern software development process that
helps to ensure properly functioning, secure programs. Due to the high cost of manually …
helps to ensure properly functioning, secure programs. Due to the high cost of manually …
[HTML][HTML] Enhancing requirements-to-code traceability with GA-XWCoDe: Integrating XGBoost, Node2Vec, and genetic algorithms for improving model performance …
Z Zou, B Wang, X Hu, Y Deng, H Wan, H ** - Journal of King Saud …, 2024 - Elsevier
This study addresses the challenge of requirements-to-code traceability by proposing a
novel model, Genetic Algorithm-XGBoost With Code Dependency (GA-XWCoDe), which …
novel model, Genetic Algorithm-XGBoost With Code Dependency (GA-XWCoDe), which …
EALink: An efficient and accurate pre-trained framework for issue-commit link recovery
Issue-commit links, as a type of software traceability links, play a vital role in various software
development and maintenance tasks. However, they are typically deficient, as developers …
development and maintenance tasks. However, they are typically deficient, as developers …
Natural language processing for requirements traceability
Traceability, the ability to trace relevant software artifacts to support reasoning about the
quality of the software and its development process, plays a crucial role in requirements and …
quality of the software and its development process, plays a crucial role in requirements and …