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To implement the correlation-based feature subset selection, we use best-first search for the space of variable subsets.
First, serial search acquisition implements the correlation procedure in the time domain and is very popular among application-specific integrated circuit (ASIC -based GPS receivers.
We implemented the correlation-based module [Equation (4)] as the baseline for comparison.
We implemented the Normalized Correlation (NC) metric.
For implementing the tag correlation mechanism mentioned before, we used the NUS-WIDE database and the Web 2.0 Dictionary approach [39].
The elements linkage map of PD was created by implementing the significant correlation values of variable elements of PD in the linkage map model.
We then implement the proposed two-stage correlation algorithm in a fully distributed CIDS.
Meier et al. (2004) implemented the cross-correlation approach, which allows for the measurements of dispersion curves in a broad period range (in our case, between 5 and 250 s).
So, it is possible to implement the matched filter as a correlation process.
This restriction is implemented by the correlation structure of ({omega }_{t}), where (Varleft( {mathbf {i}} ^{prime }{omega }_{t}right) =0,) coupled with initial conditions constraining the seasonals to sum to zero at (t=0).
We use Pearson correlation not only to implement the k-NN, but also for trust-based modelling of multi-criteria crowdsourced data.
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