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The algorithms' implementation based on local networks is also presented.
The foundation of the Swedish PARs work was initially local and regional initiatives based on local networks and PHC professionals' own interests.
Likewise, Verbeke et al. (2013) describe a gene prioritization method based on local networks that they "assume" reduces the effect of hubs, but provide no direct test.
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Missing interactions and false positives affect the accuracy of methods based on local network information such as direct interactions and shortest distances.
However, most works are based on local area network and single host, which is hardly to meet the demand of large-scale network security assessment.
This paper reports an investigation into a novel approach to marine control systems design based on local control network (LCN) techniques.
Our approach based on local implementations of network-based algorithms and on novel secondary memory-based technologies provides a solution to the large main memory requirements induced by large multi-species protein networks, thus making possible the analysis of big networks using off-the-shelf machines.
Recall that our control strategies dynamically morph the network topology based on local forces exerted on network nodes, and the force is computed as the gradient of the potential energy.
In this paper, we propose an unsupervised incremental learning neural network based on local distribution learning, which is called Local Distribution Self-Organizing Incremental Neural Network (LD-SOINN).
In the current work, we show analytically that a network rescoring method based on local graph structure will increase graph transitivity in an unweighted network, provided that it is not too far from a network of cliques.
Such predictions may be derived from link traveling time predictions based on local (to the links in the network) traveling speed predictions.
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