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We anticipate that a large amount of data will help us to extract more biologically interpretable sources that are beneficial in revealing structural networks related to the complex mechanisms of intelligence and cognition.
It can also help us to extract knowledge about monotonous segments of data to find normal and abnormal behavior of data.
Using Deep Learning algorithms can help us to extract semantic features from a massive amount of text data in addition to reduce dimensions of the data representations.
Concepts and methods from sentiment analysis that can help us to extract information from these areas have become increasingly important as businesses, organizations, and individuals seek to make better use of their Big Data.
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When the entries of channel matrix H are dependent, the copula theory helps us to extract the joint distribution of H by using (33).
This assumption helps us to extract our visual context cues; however, if other context information is able to be extracted with a mobile camera, our approach may be used.
The deployment also helped us to extract a set of lessons learned that will serve for further research work in the domain.
This increased the number of primary MM to 43 and helped us to efficiently extract the tumor-relevant SNVs from our six cell lines.
Techniques such as data mining and machine learning to help us extract as much information as we can from these very large data sets are going to be an essential part of understanding our planet in the future.
"Amazon Comprehend Medical provides the functionality to help us with quickly extracting and structuring information from medical documents so that we can build a comprehensive, longitudinal view of patients, and enable both decision support and population analytics," said Anish Kejariwal, Director of Software Engineering for Roche Diagnostics Information Solutions.
"These techniques help to extract information from a massive volume of papers and organize them into a database for analyses.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com