“…This class represents a quantization of the PageRank protocol currently employed to list web pages according to their importance. …”
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“…CONCLUSION: The Twitter influence of third party commercial entities (PageRank) is similar to that of healthcare providers. …”
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“…This article discusses possible search engine page rank biases as a consequence of search engine profile information. …”
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“…In addition, ClusterRank, only making use of local information, is much more efficient than global methods: It takes only 191 seconds for a network with about [Image: see text] nodes, more than 15 times faster than PageRank.…”
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“…Within this framework, we present four types of ranking models based on the citation graph that complement the simple approach based on citation counts: time-dependent citation counts, a relevancy ranking which extends the PageRank model, a time-dependent ranking which combines the freshness of citations with PageRank and a ranking that takes into consideration the external citations. …”
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“…After the construction of the causality network, it is analyzed with well-known network analysis methods such as eigenvector centrality, PageRank, and community detection. Eigenvector centrality and PageRank metrics reveal the importance and the centrality of each node country in the network. …”
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“…Moreover, Nibble and PageRank-Nibble find communities that are more functionally coherent. …”
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“…We further weighed the constructed tissue-specific network (WTSN) by using DNA methylation as it plays an irreplaceable role in the development of complex diseases. A PageRank-based method was developed to identify disease-related genes from the constructed networks. …”
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“…The approach is based on the representation of the dictionary as a directed graph with a single-objective constrained optimization problem via a genetic algorithm with the PageRank scoring model. The problem is defined as a subset selection. …”
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“…We show that LeaderRank outperforms PageRank in terms of ranking effectiveness, as well as robustness against manipulations and noisy data. …”
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“…We also show that the top pharmaceutical companies in terms of their Wikipedia PageRank are not those with the highest market capitalization.…”
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“…This results in a slow algebraic decay of the PageRank probability determined by the distribution of ingoing elements. …”
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“…The applied algorithms—PageRank, CheiRank and the reduced Google matrix—take into account the multiplicity of the WTN links, providing new insights into international trade compared to the usual import–export analysis. …”
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“…Graphical analysis had 5 clusters with the thalamus once again having the highest PageRank score (PageRank = 0.0344). CONCLUSION: The thalamus, precuneus and cingulate cortex are strongly associated with disorders of consciousness, likely due to the roles they play in maintaining awareness and involvement in the default mode network, respectively. …”
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“…This book distills the industry's best practices for writing lean Go code that is easy to test and maintain and explores their practical application on Links 'R' US: an example project that crawls web-pages and applies the PageRank algorithm to assign an importance score to each one.…”
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“…When sites with zero PageRanks were excluded, the correlation was moderate (r=.61, P=.002). …”
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“…In girls, betweenness centrality was the best method (3.85% per tick, p < 0.05), while in boys, PageRank still had the greatest efficiency (3.21% per tick, p < 0.05). …”
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“…Moreover, applying our framework to the famous PageRank search, we show how to inform the optimality of the PageRank search. …”
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“…Building a random forest classifier that is based on such topological measures, we found that protein PageRank index had the highest impact on the classification of viral (non-)targets while proteins' ability to topologically control an interaction network played the least important role.…”
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“…Linear Algebra: A First Course with Applications explores the fundamental ideas of linear algebra, including vector spaces, subspaces, basis, span, linear independence, linear transformation, eigenvalues, and eigenvectors, as well as a variety of applications, from inventories to graphics to Google's PageRank. Unlike other texts on the subject, this classroom-tested book gives students enough time to absorb the material by focusing on vector spaces early on and using computational sections as numerical interludes. …”
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