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These rules-based authentication systems are woefully incomplete, and often unable to adapt the changing nature of data.
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In this study, we propose a new model of operation for specific supervised machine learning algorithms that is aligned with the fast changing nature of genomic data.
This approach adds to the healthcare literature by acknowledging the changing nature of operational data over time and systematically evaluating various temporal datasets.
Also, the changing nature of operational data over time is addressed by generating different derivation datasets based on key time-points during which changes occurred to the underlying data.
There are concerns that the rapidly changing nature of society means that normative data become outdated very quickly.
Mary Ramsay, the head of immunisation at Public Health England, said: "England has a world-class national immunisation programme which is constantly reviewed and updated to reflect the changing nature of infectious diseases, and the annual data shows continued high uptake of all routine vaccinations in children aged up to five years".
Absence of data on those who survived; the changing nature of the medical communities' understanding and treatment of peptic ulceration; selection bias effects in data omission or miscoding and the potential of specific changes in patient management.
The changing nature of studies in areas such as personalized genomics and translational medicine has further accelerated the pace of data generation resulting in greater volumes of data [ 3, 4].
These data provide some salient observations regarding the changing nature of nursing in Australian general practice.
Instead, it's indicative of the changing nature of how society views privacy, sovereignty and, ultimately, protection of users' personal data.
Hansel & Gretel interrogates the changing nature of public space and our acquiescence to being watched, in an era rife with data mining and warrantless government spying.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com