Predicting variable-length paths in networked systems using multi-order generative models

Abstract Apart from nodes and links, for many networked systems, we have access to data on paths, i.e., collections of temporally ordered variable-length node sequences that are constrained by the system’s topology. Understanding the patterns in such data is key to advancing our understanding of the...

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Hlavní autoři: Christoph Gote, Giona Casiraghi, Frank Schweitzer, Ingo Scholtes
Médium: Článek
Jazyk:English
Vydáno: SpringerOpen 2023-09-01
Edice:Applied Network Science
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On-line přístup:https://doi.org/10.1007/s41109-023-00596-x