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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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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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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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Directed percolation in temporal networks
Physical Review Research, 2022 Connectivity and reachability on temporal networks, which can describe the spreading of a disease, the dissemination of information, or the accessibility of a public transport system over time, have been among the main contemporary areas of study in ...
Arash Badie-Modiri +3 more
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Hiding in Temporal Networks [PDF]
IEEE Transactions on Network Science and Engineering, 2022 Social network analysis tools can infer various attributes just by scrutinizing one's connections. Several researchers have studied the problem faced by an evader whose goal is to strategically rewire their social connections in order to mislead such tools, thereby concealing their private attributes.
Marcin Waniek +2 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 ...
Vladimir Batagelj, Daria Maltseva
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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.
Eleni C. Akrida +4 more
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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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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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Detecting the driver nodes of temporal networks
New Journal of Physics, 2023 Detecting the driver nodes of complex networks has garnered significant attention recently to control complex systems to desired behaviors, where nodes represent system components and edges encode their interactions.
Tingting Qin, Gaopeng Duan, Aming Li
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