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Comparing to the normal random walk procedure defined in "Basic definitions and the random walk procedure" section, LRW involves inflation and normalization operations in each walking step.
The random walk procedure is equivalent to a discrete-time stationary Markov chain process.
Third, if multiple walks are required, each walk procedure can be executed independently.
Starting from the seed vertex, a normal random walk procedure will eventually explore the whole graph.
Moreover, we construct two new algorithmic measures of network's navigability which are based on the random walk procedure.
A random walk procedure is then applied to predict the atmospheric delays accurately over a short time span.
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The accuracy of any criteria-based clustering method (or those combined with the random walk procedures) is greatly affected by the chosen clustering fitness function.
These methods exploit biological networks such as the functional gene interactions network and disease similarity network; they infer gene disease connections by using random walk procedures on different biological networks or computing a similarity measure between nodes.
A genome walking procedure termed loop-linker PCR was developed by adding a loop-linker adapter to the unknown region digested with restriction enzymes, which enhances amplification efficiency by suppressing the generation of nonspecific PCR products (Trinh et al. 2012).
For a given number of generations, if the best conformation in the new population is not better than the best in the current population, our algorithm then resorts to a random-walk procedure (Line 17) to diversify the new population.
This "walking" procedure was repeated until the end of the array was reached (i.e. gene cassettes were absent at one end of the last fosmid sequenced).
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