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  • 5.1.4 Studying Four Major NetSci Researchers (ISI Data)

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If the network being processed is undirected, which is the case, then MST-Pathfinder Network Scaling can be used to prune the networks. This will give produce results in 30 times faster than Fast Pathfinder Network Scaling. Also, we have found that networks that which have a low standard deviation for edge weights, or if that have many of the edge weights that are equal to the minimum edge weight, then the network might not be scaled as much as expected when using Fast Pathfinder Network Scaling. To see this behavior, run 'Preprocessing > Networks > MST-Pathfinder Network Scaling' with the network named 'Updated network' selected with the following parameters: