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Titlebook: Probability Theory; Independence Interch Yuan Shih Chow,Henry Teicher Textbook 19781st edition Springer-Verlag New York Inc. 1978 Probabili

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Yuan Shih Chow,Henry Teichernd the CAG’s link structure. For three data sets, we evaluate our algorithm in terms of classification accuracy and computational time on both the full graph . and subgraphs of it. On substantially smaller subgraphs of ., our algorithm obtains classification accuracies that are similar to the result
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Yuan Shih Chow,Henry Teichers of a network. For the computation of consensus embeddings, we use linear (singular value decomposition) and non-linear (variational auto-encoder) dimensionality reduction methods. Our results on a large selection of protein-protein interaction (PPI) networks (eight versions with 255 potential comb
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Yuan Shih Chow,Henry Teichere conduct our tests on synthetic graphs, where clusters and intra-cluster density are known in advance. In this article, we restrict our attention to unweighted graphs with no self-loops or multiple edges. We examine the relationship between mean intra-cluster distances and intra-cluster densities.
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Yuan Shih Chow,Henry Teicherhe nodes spreading efficiency. We present strong evidence that our method is highly effective. By sampling 30% of the network and using at least two out of four centrality measures, we can identify more than 80% of the influential spreaders, while at the same time, preserving the original ranking to
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