By using correlation coefficient to discover correlations between topics, we are able to discover a set of strongly correlated topics as a community.
I don't think he had anything specific in mind but was trying to discover correlations — something that could have been of profound importance.
Analogously, an appropriate ordering of the properties enables the user to discover correlations between different properties.
An association analysis process is applied to the collected data to first identify a set of topics, followed by a temporal correlation analysis to help discover correlations between topics, and identify a network of topics and communities.
If the number of hidden units is larger than the dimensionality of input, the hidden layer projects the input data to a space with higher dimensionality, which will be able to discover correlations.
Many problems at the forefront of science, engineering, medicine, arts, humanities and the social sciences require the integration of large-scale data and computing resources at unprecedented scales to yield insights, discover correlations, and ultimately drive scientific discovery.
Using new data containing the attributes mentioned above will help to derive key parameters in order to discover correlations and dependencies between certain hub characteristics and the specific role of hubs in the transport process.
Similarly, many have tried to discover correlations between macroeconomic variables, such as unemployment and inflation rates, without feeling the need to speculate as to why a change in one rate might lead to movement in the other.
"Analysing this mountain of data helps us discover correlations that weren't so obvious before, so we can begin refining the way we practise medicine and identify those who are statistically more likely to succumb to a particular disease," he says.
