Titlebook: Complex Networks and Their Applications XI; Proceedings of The E Hocine Cherifi,Rosario Nunzio Mantegna,Salvatore M Conference proceedings

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Die Stadtkritik der Intellektuellend to build a compact version of the networks allowing their analysis is a matter of great importance. One of the main solutions to reduce the size of the network while maintaining its characteristics is backbone extraction techniques. Two types of methods are distinguished in the literature: similar

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https://doi.org/10.1007/978-3-663-11474-1ng to their desired degrees to form a specific degree distribution in expectation. Despite its popularity, the standard Chung-Lu graph generation algorithms are susceptible to significant degree sequence errors when generating simple graphs. In this manuscript, we suggest multiple methods for improv

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Die Stadtkritik der Intellektuellenn the nodes. These models allows to produce networks with high clustering and scale-free degree distribution, where the coordinates of the vertices abstract their centrality and similarity. Based on the principles of hyperbolic models, in this paper we introduce the Hyperbolic Geometric Block Model,

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Stadt und Kulturraum Angloamerikasi-Albert model (BA) combines growth and preferential attachment to model the emergence of the power law. One builds a network by adding new nodes that preferentially link to high-degree nodes in the network. One can also exploit random walks. In this case, the network growth is determined by choosi

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