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Penalty P 2 (v ) applies the network-guided constraint to encourage the joint selection of 'connected' features (i.e. their connectivity matrix entry having a high weight) as well as uses L1 to impose global sparsity.
Then, we efficiently apply the network to a whole image by using a dilation strategy in testing.
HR served as an embedded adviser to the account team, conducting weekly sessions to systematically apply the network analysis findings and concepts in team planning, development, and information sharing.
If we want to apply the network in the control engineering, we do not have another choice than design a reliable network which will not be expensive.
Concerns have been raised about lack of clarity in conceptual consideration and difficulty of applying the network concept as an analytical tool.
The scheme, which is the combination of L1 optimization and list decoding, has great significance to applying the network coding theory to engineering practice.
We demonstrate the network topology is predictive of essential genes, and apply the network to predict, then experimentally confirm, the function of the yeast gene PUF6 in 60S ribosomal subunit biogenesis.
To this end we apply the network topological analysis.
By applying the network merge functionality in Cytoscape the pathways were combined into one integrated network.
To make the analysis unbiased, we applied the network randomization procedure proposed by [ 25].
We applied the network analysis method to study how clinical reports are shared as one aspect of informational continuity.
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