Big data systems: A software engineering perspective
A Davoudian, M Liu - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
Big Data Systems (BDSs) are an emerging class of scalable software technologies whereby
massive amounts of heterogeneous data are gathered from multiple sources, managed …
massive amounts of heterogeneous data are gathered from multiple sources, managed …
Julich-Brain: A 3D probabilistic atlas of the human brain's cytoarchitecture
Cytoarchitecture is a basic principle of microstructural brain parcellation. We introduce Julich-
Brain, a three-dimensional atlas containing cytoarchitectonic maps of cortical areas and …
Brain, a three-dimensional atlas containing cytoarchitectonic maps of cortical areas and …
Linked data-the story so far
8.1 The World Wide Web has radically altered the way we share knowledge, by lowering the
barrier to publishing and accessing documents as part of a global information space …
barrier to publishing and accessing documents as part of a global information space …
Toward the Geoscience Paper of the Future: Best practices for documenting and sharing research from data to software to provenance
Geoscientists now live in a world rich with digital data and methods, and their computational
research cannot be fully captured in traditional publications. The Geoscience Paper of the …
research cannot be fully captured in traditional publications. The Geoscience Paper of the …
[HTML][HTML] A survey of emerging threats in cybersecurity
The exponential growth of the Internet interconnections has led to a significant growth of
cyber attack incidents often with disastrous and grievous consequences. Malware is the …
cyber attack incidents often with disastrous and grievous consequences. Malware is the …
[BOOK][B] Reproducibility and replicability in science
National Academies of Sciences, Policy, Global Affairs… - 2019 - books.google.com
One of the pathways by which the scientific community confirms the validity of a new
scientific discovery is by repeating the research that produced it. When a scientific effort fails …
scientific discovery is by repeating the research that produced it. When a scientific effort fails …
AiiDA: automated interactive infrastructure and database for computational science
Computational science has seen in the last decades a spectacular rise in the scope,
breadth, and depth of its efforts. Notwithstanding this prevalence and impact, it is often still …
breadth, and depth of its efforts. Notwithstanding this prevalence and impact, it is often still …
A survey on provenance: What for? What form? What from?
Provenance refers to any information describing the production process of an end product,
which can be anything from a piece of digital data to a physical object. While this survey …
which can be anything from a piece of digital data to a physical object. While this survey …
Why linked data is not enough for scientists
Scientific data represents a significant portion of the linked open data cloud and scientists
stand to benefit from the data fusion capability this will afford. Publishing linked data into the …
stand to benefit from the data fusion capability this will afford. Publishing linked data into the …
FUTURE-AI: guiding principles and consensus recommendations for trustworthy artificial intelligence in medical imaging
The recent advancements in artificial intelligence (AI) combined with the extensive amount
of data generated by today's clinical systems, has led to the development of imaging AI …
of data generated by today's clinical systems, has led to the development of imaging AI …