Results 81 to 90 of about 140,926 (181)
Cluster synchronization in multiplex networks [PDF]
EPL (Europhysics Letters), 2016 We study the impact of interaction of nodes in a layer of a multiplex network on the dynamical behavior and cluster synchronization of these nodes in other layers. We find that nodes interactions in one layer affects the cluster synchronizability of another layer in many different ways.
Jalan, Sarika, Singh, Aradhana
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New Journal of PhysicsMultiplex networks provide a powerful data structure for capturing diverse relationships among nodes, and the challenge of community detection within these networks has recently attracted considerable attention.
Fengqin Tang +3 more
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Layer Information Similarity Concerned Network Embedding
Complexity, 2021 Great achievements have been made in network embedding based on single-layer networks. However, there are a variety of scenarios and systems that can be presented as multiplex networks, which can reveal more interesting patterns hidden in the data ...
Ruili Lu +4 more
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The Multiplex Dependency Structure of Financial Markets
Complexity, 2017 We propose here a multiplex network approach to investigate simultaneously different types of dependency in complex datasets. In particular, we consider multiplex networks made of four layers corresponding, respectively, to linear, nonlinear, tail, and ...
Nicolò Musmeci +4 more
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Multi-scale asynchronous belief percolation model on multiplex networks
New Journal of Physics, 2019 The studies of multiplex networks are increasingly popular in recent years. Modeling multiple complex systems as a multiplex network has refreshed our understanding about the structure and dynamics of various real-world systems.
Hui-Jia Li, Lin Wang
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Multiplexing induced explosive synchronization in Kuramoto oscillators with inertia
, 2017 Explosive synchronization (ES) of coupled oscillators on networks is shown to be originated from existence of correlation between natural frequencies of oscillators and degrees of corresponding nodes.
Jalan, Sarika, Kachhvah, Ajay Deep
core +1 more source
Percolation in multiplex networks with overlap [PDF]
Physical Review E, 2013 From transportation networks to complex infrastructures, and to social and communication networks, a large variety of systems can be described in terms of multiplexes formed by a set of nodes interacting through different networks (layers). Multiplexes may display an increased fragility with respect to the single layers that constitute them.
Cellai, Davide +4 more
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Learning embeddings for multiplex networks using triplet loss
Applied Network Science, 2019 Learning low-dimensional representations of graphs has facilitated the use of traditional machine learning techniques to solving classic network analysis tasks such as link prediction, node classification, community detection, etc.
Seyedsaeed Hajiseyedjavadi +2 more
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Internetwork connectivity of molecular networks across species of life
Scientific Reports, 2021 Molecular interactions are studied as independent networks in systems biology. However, molecular networks do not exist independently of each other. In a network of networks approach (called multiplex), we study the joint organization of transcriptional ...
Tarun Mahajan, Roy D. Dar
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Lévy random walks on multiplex networks [PDF]
Scientific Reports, 2016 AbstractRandom walks constitute a fundamental mechanism for many dynamics taking place on complex networks. Besides, as a more realistic description of our society, multiplex networks have been receiving a growing interest, as well as the dynamical processes that occur on top of them.
Guo, Q. +3 more
openaire +5 more sources