[HTML][HTML] VALIDATE: A deep dive into vulnerability prediction datasets

M Esposito, D Falessi - Information and Software Technology, 2024 - Elsevier
Context: Vulnerabilities are an essential issue today, as they cause economic damage to the
industry and endanger our daily life by threatening critical national security infrastructures …

Aiops solutions for incident management: Technical guidelines and a comprehensive literature review

Y Remil, A Bendimerad, R Mathonat… - arXiv preprint arXiv …, 2024 - arxiv.org
The management of modern IT systems poses unique challenges, necessitating scalability,
reliability, and efficiency in handling extensive data streams. Traditional methods, reliant on …

Deep learning-based software bug classification

JP Meher, S Biswas, R Mall - Information and Software Technology, 2024 - Elsevier
Context: Accurate classification of bugs can help accelerate the bug triage process, code
inspection, and repair activities. In this context, many machine learning techniques have …

Crashtalk: Automated generation of precise, human readable, descriptions of software security bugs

K James, K Valakuzhy, K Snow… - Proceedings of the …, 2024 - dl.acm.org
Understanding the cause, consequences, and severity of a security bug are critical facets of
the overall bug triaging and remediation process. Unfortunately, diagnosing failures is often …

Empirically revisiting and enhancing automatic classification of bug and non-bug issues

Z Li, M Pan, Y Pei, T Zhang, L Wang, X Li - Frontiers of Computer Science, 2024 - Springer
A large body of research effort has been dedicated to automated issue classification for
Issue Tracking Systems (ITSs). Although the existing approaches have shown promising …

Leveraging GPT-like LLMs to Automate Issue Labeling

G Colavito, F Lanubile, N Novielli… - 2024 IEEE/ACM 21st …, 2024 - ieeexplore.ieee.org
Issue labeling is a crucial task for the effective management of software projects. To date,
several approaches have been put forth for the automatic assignment of labels to issue …

Bidirectional paper-repository tracing in software engineering

D Garijo, M Arroyo, E Gonzalez… - 2024 IEEE/ACM 21st …, 2024 - ieeexplore.ieee.org
While computer science papers frequently include their associated code repositories,
establishing a clear link between papers and their corresponding implementations may be …

Image‐based communication on social coding platforms

M Nayebi, B Adams - Journal of Software: Evolution and …, 2024 - Wiley Online Library
Visual content in the form of images and videos has taken over general‐purpose social
networks in a variety of ways, streamlining and enriching online communications. We are …

Classification of open source software bug report based on transfer learning

L Zhifang, W Kun, Z Qi, L Shengzong, Z Yan… - Expert …, 2024 - Wiley Online Library
Currently, the feature richness of text encoding vectors in the bug report classification model
based on deep learning is limited by the size of the domain dataset and the quality of the …

Software development metrics: to VR or not to VR

D Moreno-Lumbreras, G Robles… - Empirical Software …, 2024 - Springer
Context Current data visualization interfaces predominantly rely on 2-D screens. However,
the emergence of virtual reality (VR) devices capable of immersive data visualization has …