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Further, the ability to deploy datasets only available to certain users or groups allows for the existence of a single server to handle both public and pre-publication data.
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Sekara and Lehmann [29] studied how to deploy the electronic datasets as a valid proxy for real life social interactions, and found that the strength of electronic signals can be used to distinguish between strong and weak friendship ties.
Her focus is on creatively utilizing analytics to scrutinize complex interconnected datasets and deploy solutions in fields such as public safety and waste management.
Several regional syndromic surveillance systems that focus on real time clinical and administrative emergency department datasets have been deployed [ 15- 17].
While we have demonstrated that we can achieve memory and time savings of one order of magnitude by deploying our rule set on datasets with a gappyness of ∼90%, the major challenge still lies ahead.
We deploy our framework on a large dataset of telephony complaints, spanning over seven years, to provide in-depth insights and intelligence about emerging telephony threats.
To test for the practical usefulness of the distance-based expression metrics we deployed the following strategy: 1 The datasets were selected from public MIAME-compliant GEO repository http://www.ncbi.nlm.nih.gov/geo/.nih.gov/geo/
Firstly, to assess inter-user variability we deployed four independent researchers to analyse tibial datasets from the U266-NSG murine model of myeloma.
Aiming at boosting the development of this research area, we open the methods' codes and datasets used in this article, deploying them in a benchmark system, which provides an open API for accessing and comparing sentence-level sentiment analysis methods.
Using an architecture agnostic language means that the pipeline can be developed and debugged on a regular desktop or laptop using a small sample dataset and deployed to a cluster to process large datasets without any code changes.
On such gappy datasets with missing data, we can deploy the subtree equality vector technique (-S option) to substantially reduce memory requirements.
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