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Navigation on temporal networks [PDF]
Applied Network ScienceTemporal networks, whose network topology changes over time, are used to represent, e.g., opportunistic mobile networks, vehicle networks, and social contact networks, where two mobile devices (autos or individuals) are connected only when they are close
Omar F. Robledo +2 more
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Communicability in temporal networks [PDF]
Physical Review E, 2013 A first-principles approach to quantify the communicability between pairs of nodes in temporal networks is proposed. It corresponds to the imaginary-time propagator of a quantum random walk in the temporal network, which accounts for unique structural and temporal characteristics of both streaming and nonstreaming temporal networks.
Estrada, Ernesto
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Physics Reports, 2012 A great variety of systems in nature, society and technology -- from the web of sexual contacts to the Internet, from the nervous system to power grids -- can be modeled as graphs of vertices coupled by edges. The network structure, describing how the graph is wired, helps us understand, predict and optimize the behavior of dynamical systems.
Saramaki, Jari, Holme, Petter
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MODIT: MOtif DIscovery in Temporal Networks [PDF]
Frontiers in Big Data, 2022 Temporal networks are graphs where each edge is linked with a timestamp, denoting when an interaction between two nodes happens. According to the most recently proposed definitions of the problem, motif search in temporal networks consists in finding and
Roberto Grasso +4 more
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Predictability of real temporal networks. [PDF]
Natl Sci Rev, 2020 Abstract Links in most real networks often change over time. Such temporality of links encodes the ordering and causality of interactions between nodes and has a profound effect on network dynamics and function. Empirical evidence has shown that the temporal nature of links in many real-world networks is not random.
Tang D +6 more
europepmc +5 more sources
Identification of co-evolving temporal networks [PDF]
BMC Genomics, 2019 Background Biological networks describes the mechanisms which govern cellular functions. Temporal networks show how these networks evolve over time. Studying the temporal progression of network topologies is of utmost importance since it uncovers how a ...
Rasha Elhesha +3 more
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Temporal Flows in Temporal Networks [PDF]
Journal of Computer and System Sciences, 2017 We introduce temporal flows on temporal networks, i.e., networks the links of which exist only at certain moments of time. Such networks are ephemeral in the sense that no link exists after some time. Our flow model is new and differs from the "flows over time" model, also called "dynamic flows" in the literature.
Akrida, Eleni C. +4 more
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Temporal bibliographic networks [PDF]
Journal of Informetrics, 2020 We present two ways (instantaneous and cumulative) to transform bibliographic networks, using the works' publication year, into corresponding temporal networks based on temporal quantities. We also show how to use the addition of temporal quantities to define interesting temporal properties of nodes, links and their groups thus providing an insight ...
Batagelj, Vladimir, Maltseva, Daria
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A Method Based on Temporal Embedding for the Pairwise Alignment of Dynamic Networks
Entropy, 2023 In network analysis, real-world systems may be represented via graph models, where nodes and edges represent the set of biological objects (e.g., genes, proteins, molecules) and their interactions, respectively.
Pietro Cinaglia, Mario Cannataro
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A Novel Temporal Network-Embedding Algorithm for Link Prediction in Dynamic Networks
Entropy, 2023 Understanding the evolutionary patterns of real-world complex systems such as human interactions, biological interactions, transport networks, and computer networks is important for our daily lives.
Khushnood Abbas +5 more
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