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At the same time, the huge quantity of information available on the internet has provided the algorithms with an unprecedented quantity of data to chew on.
But determining who has important Enron-related documents and then recovering their files and e-mail is a complex and time-consuming process; sorting such a huge quantity of data to determine what is relevant to the lawsuit brought by investors will take more time still, say experts who help lawyers gather such evidence.
The disadvantage is that anomaly detection algorithms need a vast quantity of data to detect anomalous sequences based on training sequences.
To reduce the quantity of data to manageable levels, the satellite data were sub-sampled at every 60th datum giving a sample frequency of approximately once every 68 seconds.
To reduce the quantity of data to manageable levels, the satellite data were sub-sampled at every 20th datum giving a sample frequency of approximately once every 20 s.
Considering the new approach, the quantity of data to be collected would drastically increase, and it becomes necessary to build a new trigger system in order to be compatible with the new requirements of the project.
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Inman questioned the willingness of Americans to give large quantities of data to telecoms firms, internet companies and other corporations, but not to the government.
Although the first cheques have been written, investments in precision medicine, which rely on massive quantities of data to deliver more targeted care, may not continue.
Given the cost and logistics of inspecting each company, the agency is shifting toward a more risk-based approach that would use vast quantities of data to pinpoint areas of risk and deploy resources accordingly.
He wired the house to coincide with the birth of his first child, and he's sifting through the vast quantities of data, to uncover previously hidden patterns and behaviours, including what he calls "the birth of a word".
To make the best decisions for patients, the NHS needs to be able to harness vast quantities of data to provide information and insight through appropriate analysis, learn from trends and patterns in order to provide the most effective care, while ensuring privacy controls are in place to protect the patient.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com