Openness and sharing of information are fundamental to the progress of science and to the
effective functioning of the research enterprise. The advent of scientific journals in the 17th …

Reproducibility is widely considered to be an essential requirement of the scientific process.
However, a number of serious concerns have been raised recently, questioning whether …

In recent years, significant progress has been made in solving challenging problems across
various domains using deep reinforcement learning (RL). Reproducing existing work and …

There is growing interest in enhancing research transparency and reproducibility in
economics and other scientific fields. We survey existing work on these topics within …

Reproducible research---by its many names---has come to be regarded as a key concern
across disciplines and stakeholder groups. Funding agencies and journals, professional …

Quantitative characterisation of the trajectories of moving animals is an important component
of many behavioural and ecological studies, however methods are complicated and varied …

Contrary to the criticism that mysterious, unaccountable black-box software systems threaten
to make the logic of critical decisions inscrutable, we argue that algorithms are …

Research transparency, reproducibility, and data sharing uphold core principles of science
at a time when the integrity of scientific research is being questioned. This article discusses …

Analysing models of biological networks typically relies on workflows in which different
software tools with sensitive parameters are chained together, many times with additional …

In the era of Edge-of-Things computing for the accomplishment of smart healthcare systems,
the availability of accurate and reliable databases is important to provide the right tools for …