Continuous Integration for Reproducible Shared Tasks with TIRA.io

M Fröbe, M Wiegmann, N Kolyada, B Grahm… - … on Information Retrieval, 2023 - Springer
promote the reproducibility of experiments and software. These include, among others,
the … to make shared tasks reproducible based on continuous integration and deployment (CI/CD), …

Scientific integrity principles and best practices: recommendations from a scientific integrity consortium

A Kretser, D Murphy, S Bertuzzi, T Abraham… - Science and …, 2019 - Springer
… and Human Services, acting through the Director of the NIH, to convene an Advisory Committee
to issue recommendations to enhance the rigor and reproducibility of scientific research. …

Replicability, robustness, and reproducibility in psychological science

BA Nosek, TE Hardwicke, H Moshontz… - Annual review of …, 2022 - annualreviews.org
… growing evidence base in psychological science, we devote the remainder of this article to
… does not, however, provide causal evidence of specific practices that increase replicability. …

An empirical study of the long duration of continuous integration builds

TA Ghaleb, DA Da Costa, Y Zou - Empirical Software Engineering, 2019 - Springer
… To gain more insights about how the test density may be … To make our obtained results
reproducible, we explicitly define … In our study, we observe that build durations do not increase

Systematic literature review on application of learning-based approaches in continuous integration

AK Arani, THM Le, M Zahedi, MA Babar - IEEE Access, 2024 - ieeexplore.ieee.org
studies and considerations related to reproducibility and … Engineering and Computer Science
domains [29]. Previous … This insight not only enhances our understanding of the integration

Reproducible, scalable, and shareable analysis pipelines with bioinformatics workflow managers

L Wratten, A Wilm, J Göke - Nature methods, 2021 - nature.com
… biomedical research shareable, scalable, and reproducible. … -platform portability for scientific
workflows. This approach to … , and portability, they increase transparency, enable long-term …

Methodological principles for reproducible performance evaluation in cloud computing

AV Papadopoulos, L Versluis, A Bauer… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Reproducibility of experiments is a key part of the scientific method [8]. We focus on technical
reproducibility … obvious techniques that enhance reproducibility, Collberg and Proebsting …

[HTML][HTML] Open and reproducible neuroimaging: From study inception to publication

G Niso, R Botvinik-Nezer, S Appelhoff, A De La Vega… - NeuroImage, 2022 - Elsevier
… of how labs conduct research indicate that the adoption rate of open practices for transparent,
reproducible, and collaborative scienceresearch, and facilitates reproducibility via better

Challenges and recommendations to improve the installability and archival stability of omics computational tools

S Mangul, T Mosqueiro, RJ Abdill, D Duong… - PLoS …, 2019 - journals.plos.org
… Life-science and biomedical researchers are leveraging … computational tools a key driver
of scientific research [6,7]. … One such challenge is computational reproducibility—the ability to …

[PDF][PDF] The Model Openness Framework: Promoting Completeness and Openness for Reproducibility, Transparency, and Usability in Artificial Intelligence

M White, I Haddad, C Osborne… - arXiv preprint arXiv …, 2024 - ibrahimatlinux.com
… and reproducibility in AI models hinders scientific progress and erodes trust in AI research
and … The MOF contributes to broader efforts that seek to promote transparency, reproducibility, …