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Another measure of navigability which we propose in this paper is the escape difficulty, where we check how many steps need to be performed by a random walker to leave the 3-neighborhood of n i.
Given a multi-modal transportation system of a city, we are interested in assessing its quality or efficiency by estimating the coverage i.e., a portion of the city that can be covered by a random walker who navigates through it within a given time budget, or steps.
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MCL is a fast and highly scalable clustering algorithm, which partitions a PPI network into non-overlapping subnetworks by simulating a random walker in it.
The random walk is started from a set of seed nodes, which for a phenotype p is the set of genes known to be associated with p, and gene nodes are ranked by the probability that a random walker is at a given gene, under the steady state distribution for the random walk.
In this information-theoretic approach, we exploit the duality between compression and pattern detection; by compressing a description of a random walker as a proxy for real flow on a network, we find regularities in the network that induce this system-wide flow.
Unlike Fama, however, Malkiel concedes that bursts of market irrationality do occur, which is why he calls himself "a random walker with a crutch".
An illustration of different possible moves available for a random walker in a multiplex setting.
A random walker's lodge in a community can have either shorter or longer description lengths.
If λ is 0, a random walker will explore only one type of networks.
We release a random walker on the network, and allow it to travel across links proportional to their weights.
At a bridge node, a random walker may jump to a node with the other type or to a node with the same type.
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