Sentence examples for combined data sources from inspiring English sources
Regardless, many studies have shown an increase in time to ILI outbreak detection using available online data signals, such as search query logs (e.g., Google Flu Trends [3 5] and Yahoo [6]), health related web page views (e.g., Wikipedia [7, 8]), self reported illness (e.g., crowdsourced reports (Flu Near You) [9, 10] and social media (Twitter) [11 16]), and combined data sources [17].
The second method utilizes the established link to interrogate the combined data sources for correlations.
If treatment was identified in any of the combined data sources during the specified time period for a given measure, it was recorded as present.
Vidal and colleagues (24) analyzed graph connectivity of drug target networks, and Mestres (25) combined data sources to build expanded target networks.
The above results and analysis suggest that combining data sources that are redundant does not necessarily improve the overall performance.
Our results provide a strong caution regarding the practical issues associated with combining data sources from multiple satellite sensors for monitoring applications.
In the past, he said, it was so complicated to combine data sources that they often stayed separate and the companies failed to gain the knowledge they could have gotten from understanding the entire data set.
In other words, in order to gain a better prediction accuracy it is better to combine data sources that provide information from different perspectives of the same biological system.
However, syntheses, by definition, combine data sources that have fundamentally different purposes, contexts, designs and sources of error and bias; they may thus provide contradictory results, not because of the biological phenomena of interest, but due instead to combining diverse data.
This work demonstrates that combining data sources allows substantiating a flock is free from scrapie within a reasonable time frame.
Understanding complex diseases requires studying them by integrative approaches that combine data sources and different analysis methods.
