Data quality issues in software fault prediction: a systematic literature review

K Bhandari, K Kumar, AL Sangal - Artificial Intelligence Review, 2023 - Springer
Software fault prediction (SFP) aims to improve software quality with a possible minimum
cost and time. Various machine learning models have been proposed in the past for …

SYMBALS: A systematic review methodology blending active learning and snowballing

M van Haastrecht, I Sarhan, B Yigit Ozkan… - Frontiers in research …, 2021 - frontiersin.org
Research output has grown significantly in recent years, often making it difficult to see the
forest for the trees. Systematic reviews are the natural scientific tool to provide clarity in these …

On the performance of hybrid search strategies for systematic literature reviews in software engineering

E Mourão, JF Pimentel, L Murta, M Kalinowski… - Information and software …, 2020 - Elsevier
Abstract Context When conducting a Systematic Literature Review (SLR), researchers
usually face the challenge of designing a search strategy that appropriately balances result …

How does object-oriented code refactoring influence software quality? Research landscape and challenges

S Kaur, P Singh - Journal of Systems and Software, 2019 - Elsevier
Context Software refactoring aims to improve software quality and developer productivity.
Numerous empirical studies investigating the impact of refactoring activities on software …

A comparison of citation sources for reference and citation-based search in systematic literature reviews

N bin Ali, B Tanveer - e-Informatica Software Engineering Journal, 2022 - e-informatyka.pl
Context: In software engineering, snowball sampling has been used as a supplementary
and primary search strategy. The current guidelines recommend using Google Scholar (GS) …

Reducing efforts of software engineering systematic literature reviews updates using text classification

WM Watanabe, KR Felizardo, A Candido Jr… - Information and …, 2020 - Elsevier
Abstract Context Systematic Literature Reviews (SLRs) are frequently used to synthesize
evidence in Software Engineering (SE), however replicating and keeping SLRs up-to-date is …

Academic search engines: constraints, bugs, and recommendations

Z Li, A Rainer - Proceedings of the 13th International Workshop on …, 2022 - dl.acm.org
Academic search engines (ie, digital libraries and indexers) play an increasingly important
role in systematic reviews however these engines do not seem to effectively support such …

Establishing a search string to detect secondary studies in software engineering

BM Napoleão, KR Felizardo… - 2021 47th Euromicro …, 2021 - ieeexplore.ieee.org
Context: A tertiary study can be performed to identify related reviews on a topic of interest.
However, the elaboration of an appropriate and effective search string to detect secondary …

Reproducible Searches in Systematic Reviews: An Evaluation and Guidelines

Z Li, A Rainer - IEEE Access, 2023 - ieeexplore.ieee.org
[Context:] The Systematic Review is promoted as a more reliable way of producing a high-
quality review of prior research. But there are a range of threats that can undermine the …

Evaluating strategies for forward snowballing application to support secondary studies updates: emergent results

KR Felizardo, AYI da Silva, ÉF de Souza… - Proceedings of the xxxii …, 2018 - dl.acm.org
Context: Secondary studies should be updated from time to time to include new evidence to
preserve their value. It is recognized that one search technique to update secondary studies …