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Ranking in interconnected multilayer networks reveals versatile nodes
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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A New Status Index Derived from Sociometric Analysis
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Centrality in social networks conceptual clarification
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The structure and dynamics of multilayer networks
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A measure of betweenness centrality based on random walks
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The anatomy of a large-scale hypertextual Web search engine
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Lethality and centrality in protein networks
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Optimizing the success of random searches
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Catastrophic cascade of failures in interdependent networks
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Controllability of complex networks
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Realistic control of network dynamics
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Identification of influential spreaders in complex networks
inferredcites →https://doi.org/10.1038/nphys2180openalex-snapshot
Networks formed from interdependent networks
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Abrupt transition in the structural formation of interconnected networks
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Systemic delay propagation in the US airport network
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Emergence of network features from multiplexity
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Eigenvector centrality of nodes in multiplex networks
inferredcites →https://doi.org/10.1073/pnas.0407994102openalex-snapshot
The worldwide air transportation network: Anomalous centrality, community structure, and cities' global roles
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An information-theoretic framework for resolving community structure in complex networks
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Navigability of interconnected networks under random failures
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Random Walker Ranking for NCAA Division I-A Football
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Factoring and weighting approaches to status scores and clique identification
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Robust Action and the Rise of the Medici, 1400-1434
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Exploring complex networks by walking on them
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Exploring complex networks through random walks
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Epidemics on interconnected networks
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Statistical mechanics of multiplex networks: Entropy and overlap
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Spectral properties of the Laplacian of multiplex networks
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Structural measures for multiplex networks
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Dimensionality reduction and spectral properties of multilayer networks
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Transient Dynamics Increasing Network Vulnerability to Cascading Failures
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Diffusion Dynamics on Multiplex Networks
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Growing Multiplex Networks
inferredcites →https://doi.org/10.1103/physrevlett.111.128701openalex-snapshot
Dynamical Interplay between Awareness and Epidemic Spreading in Multiplex Networks
inferredcites →https://doi.org/10.1103/physrevlett.89.248701openalex-snapshot
Optimal Network Topologies for Local Search with Congestion
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Random Walks on Complex Networks
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Spectral Coarse Graining of Complex Networks
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Mathematical Formulation of Multilayer Networks
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Higher-Order Web Link Analysis Using Multilinear Algebra
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The Genetic Landscape of a Cell
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Community Structure in Time-Dependent, Multiscale, and Multiplex Networks
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Tensor Decompositions and Applications
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Centrality rankings in multiplex networks
inferredcites →https://doi.org/10.1145/324133.324140openalex-snapshot
Authoritative sources in a hyperlinked environment
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The American Journal of Sociology
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Time-Ordered Networks Reveal Limitations to Information Flow in Ant Colonies
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Aggregation of Rankings: A Brief Review of Distance-Based Rules
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Technique for Analyzing Overlapping Memberships
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Mathematical Models in the Social Sciences.
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A Set of Measures of Centrality Based on Betweenness
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Laplacian Dynamics and Multiscale Modular Structure in Networks
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Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Multilayer network analysis for improved credit risk prediction
inferred← citeshttps://doi.org/10.1016/j.patrec.2018.09.024openalex-snapshot
Exploiting multi-layer graph factorization for multi-attributed graph matching
inferred← citeshttps://doi.org/10.1016/j.physa.2016.07.069openalex-snapshot
Navigability of multiplex temporal network
inferred← citeshttps://doi.org/10.1016/j.physa.2016.11.036openalex-snapshot
A layer reduction based community detection algorithm on multiplex networks
inferred← citeshttps://doi.org/10.1016/j.physa.2017.05.037openalex-snapshot
Identifying node spreading influence for tunable clustering coefficient networks
inferred← citeshttps://doi.org/10.1016/j.physa.2018.06.111openalex-snapshot
Generalized divergences from generalized entropies
inferred← citeshttps://doi.org/10.1016/j.physa.2019.04.236openalex-snapshot
A new centrality measure based on random walks for multilayer networks under the framework of tensor computation
inferred← citeshttps://doi.org/10.1016/j.physa.2019.123214openalex-snapshot
A subset selection based approach to structural reducibility of complex networks
inferred← citeshttps://doi.org/10.1016/j.physa.2020.124382openalex-snapshot
Multiplex networks quantify robustness of the mental lexicon to catastrophic concept failures, aphasic degradation and ageing
inferred← citeshttps://doi.org/10.1016/j.physa.2020.124853openalex-snapshot
Inferring essential proteins from centrality in interconnected multilayer networks
inferred← citeshttps://doi.org/10.1016/j.physa.2021.126170openalex-snapshot
Identification of critical nodes in multimodal transportation network
inferred← citeshttps://doi.org/10.1016/j.physa.2021.126238openalex-snapshot
Impact of interactions between layers on source localization in multilayer networks
inferred← citeshttps://doi.org/10.1016/j.physa.2026.131905openalex-snapshot
Balancing interlayer hierarchy and intralayer topology for synergistic routing optimization in deep multilayer networks
inferred← citeshttps://doi.org/10.1016/j.physd.2016.01.002openalex-snapshot
Random walk centrality in interconnected multilayer networks
inferred← citeshttps://doi.org/10.1016/j.physd.2016.03.016openalex-snapshot
Nonlinear Dynamics on Interconnected Networks
inferred← citeshttps://doi.org/10.1016/j.physleta.2019.01.041openalex-snapshot
PageRank centrality for temporal networks
inferred← citeshttps://doi.org/10.1016/j.physrep.2017.05.001openalex-snapshot
Ranking in evolving complex networks
inferred← citeshttps://doi.org/10.1016/j.physrep.2017.07.007openalex-snapshot
Random walks and diffusion on networks
inferred← citeshttps://doi.org/10.1016/j.physrep.2017.10.001openalex-snapshot
The science of science: From the perspective of complex systems
inferred← citeshttps://doi.org/10.1016/j.physrep.2019.04.001openalex-snapshot
Nestedness in complex networks: Observation, emergence, and implications
inferred← citeshttps://doi.org/10.1016/j.physrep.2025.01.005openalex-snapshot
Optimal control of spatial diseases spreading in networked reaction–diffusion systems
inferred← citeshttps://doi.org/10.1016/j.physrep.2026.09.002openalex-snapshot
Partial synchronization and its applications to brain networks
inferred← citeshttps://doi.org/10.1016/j.plrev.2017.11.003openalex-snapshot
Network science of biological systems at different scales: A review
inferred← citeshttps://doi.org/10.1016/j.plrev.2017.12.005openalex-snapshot
Multilayer network modeling creates opportunities for novel network statistics
inferred← citeshttps://doi.org/10.1016/j.procs.2024.06.248openalex-snapshot
Multilayer Analysis in Complex Large Infrastructure Projects
inferred← citeshttps://doi.org/10.1016/j.ress.2021.108217openalex-snapshot
A systematic framework for dynamic nodal vulnerability assessment of water distribution networks based on multilayer networks
inferred← citeshttps://doi.org/10.1016/j.ress.2024.109956openalex-snapshot
Identifying the critical nodes in multi-modal transportation network with a traffic demand-based computational method
inferred← citeshttps://doi.org/10.1016/j.ress.2025.111042openalex-snapshot
Multi-objective disintegration of multilayer networks
inferred← citeshttps://doi.org/10.1016/j.socnet.2021.10.004openalex-snapshot
Shortest path-based centrality metrics in attributed graphs with node-individual context constraints
inferred← citeshttps://doi.org/10.1016/j.tcs.2021.01.013openalex-snapshot
Measuring diversity in heterogeneous information networks
inferred← citeshttps://doi.org/10.1016/j.techfore.2022.121628openalex-snapshot
Multilayer patent citation networks: A comprehensive analytical framework for studying explicit technological relationships
inferred← citeshttps://doi.org/10.1016/j.trc.2022.103862openalex-snapshot
A data-driven method to assess the causes and impact of delay propagation in air transportation systems
inferred← citeshttps://doi.org/10.1016/j.tre.2017.10.015openalex-snapshot
Vulnerability of international freight flows to shipping network disruptions: A multiplex network perspective
inferred← citeshttps://doi.org/10.1016/j.tree.2018.03.008openalex-snapshot
Can Multilayer Networks Advance Animal Behavior Research?
inferred← citeshttps://doi.org/10.1016/j.wasman.2024.01.048openalex-snapshot
Industrial and textile waste trade: Multilayer network and environmental policy effects
inferred← citeshttps://doi.org/10.1017/9781108553711.011openalex-snapshot
Existing Tools for Analysis of Multi-layer Networks
inferred← citeshttps://doi.org/10.1017/9781108649018openalex-snapshot
Quantitative Analysis of Ecological Networks
inferred← citeshttps://doi.org/10.1017/nws.2016.15openalex-snapshot
Evaluating the impact of interdisciplinary research: A multilayer network approach
inferred← citeshttps://doi.org/10.1017/nws.2026.10026openalex-snapshot
An immunization method using a context-based centrality in multiplex networks
inferred← citeshttps://doi.org/10.1021/acs.est.5c01545openalex-snapshot
Mapping the Water-Economic Cascading Risks within a Multilayer Network of Supply Chains in China
inferred← citeshttps://doi.org/10.1029/2020wr029141openalex-snapshot
Multilayer Network Clarifies Prevailing Water Consumption Telecouplings in the United States
inferred← citeshttps://doi.org/10.1038/ncomms7864openalex-snapshot
Structural reducibility of multilayer networks
inferred← citeshttps://doi.org/10.1038/nphys3865openalex-snapshot
The physics of spreading processes in multilayer networks
inferred← citeshttps://doi.org/10.1038/s41467-017-02658-yopenalex-snapshot
Multilayer networks reveal the spatial structure of seed-dispersal interactions across the Great Rift landscapes
inferred← citeshttps://doi.org/10.1038/s41540-019-0092-5openalex-snapshot
The multiplex network of human diseases
inferred← citeshttps://doi.org/10.1038/s41567-019-0459-yopenalex-snapshot
From networks to optimal higher-order models of complex systems
inferred← citeshttps://doi.org/10.1038/s41567-023-02132-1openalex-snapshot
More is different in real-world multilayer networks
inferred← citeshttps://doi.org/10.1038/s41598-017-01655-xopenalex-snapshot
Shortest Paths in Multiplex Networks
inferred← citeshttps://doi.org/10.1038/s41598-017-05890-0openalex-snapshot
PageRank versatility analysis of multilayer modality-based network for exploring the evolution of oil-water slug flow
inferred← citeshttps://doi.org/10.1038/s41598-018-30117-1openalex-snapshot
Quantifying Topological Uncertainty in Fractured Systems using Graph Theory and Machine Learning
inferred← citeshttps://doi.org/10.1038/s41598-020-57609-3openalex-snapshot
Graphlets in Multiplex Networks
inferred← citeshttps://doi.org/10.1038/s41598-020-77950-xopenalex-snapshot
Assessing the sociability of former pet and entertainment chimpanzees by using multiplex networks
inferred← citeshttps://doi.org/10.1038/s41598-021-02418-5openalex-snapshot
Dynamical efficiency for multimodal time-varying transportation networks
inferred← citeshttps://doi.org/10.1038/s41598-021-85133-5openalex-snapshot
Multilayer representation of collaboration networks with higher-order interactions
inferred← citeshttps://doi.org/10.1038/s41598-021-89143-1openalex-snapshot
Multiple social network influences can generate unexpected environmental outcomes
inferred← citeshttps://doi.org/10.1038/s41598-022-12067-xopenalex-snapshot
The rise and fall of countries in the global value chains
inferred← citeshttps://doi.org/10.1038/s41598-025-99948-zopenalex-snapshot
Maximum independent set in multiplex social networks and its application to influence maximization
inferred← citeshttps://doi.org/10.1038/s42005-022-00928-wopenalex-snapshot
Discrimination reveals reconstructability of multiplex networks from partial observations
inferred← citeshttps://doi.org/10.1038/srep16181openalex-snapshot
Ranking nodes in growing networks: When PageRank fails
inferred← citeshttps://doi.org/10.1038/srep31882openalex-snapshot
Multilayer Network Analysis of Nuclear Reactions
inferred← citeshttps://doi.org/10.1038/srep41321openalex-snapshot
Iterative Neighbour-Information Gathering for Ranking Nodes in Complex Networks
inferred← citeshttps://doi.org/10.1038/srep46730openalex-snapshot
Multiplex lexical networks reveal patterns in early word acquisition in children
inferred← citeshttps://doi.org/10.1063/1.4952955openalex-snapshot
A biplex approach to PageRank centrality: From classic to multiplex networks
inferred← citeshttps://doi.org/10.1063/1.4985185openalex-snapshot
Identifying key nodes in multilayer networks based on tensor decomposition
inferred← citeshttps://doi.org/10.1063/1.5020127openalex-snapshot
On the edges’ PageRank and line graphs
inferred← citeshttps://doi.org/10.1063/1.5039483openalex-snapshot
Complexity and irreducibility of dynamics on networks of networks
inferred← citeshttps://doi.org/10.1063/1.5053820openalex-snapshot
On the stability of multilayer Boolean networks under targeted immunization
inferred← citeshttps://doi.org/10.1063/1.5128567openalex-snapshot
Parametric controllability of the personalized PageRank: Classic model vs biplex approach
inferred← citeshttps://doi.org/10.1073/pnas.1604401113openalex-snapshot
Multiplex social ecological network analysis reveals how social changes affect community robustness more than resource depletion
inferred← citeshttps://doi.org/10.1073/pnas.1801378116openalex-snapshot
A tensor-based framework for studying eigenvector multicentrality in multilayer networks
inferred← citeshttps://doi.org/10.1080/0144929x.2021.1915384openalex-snapshot
Finding influential users in microblogs: state-of-the-art methods and open research challenges
inferred← citeshttps://doi.org/10.1080/09654313.2021.2010661openalex-snapshot
Decoding the multiplex structure of border region networks: the case of the EU border of Turkey
inferred← citeshttps://doi.org/10.1080/13658816.2025.2515200openalex-snapshot
Intercity human dynamics during holidays through the lens of travel movement–intention interactions in the hybrid physical–virtual space
inferred← citeshttps://doi.org/10.1080/14693062.2020.1730153openalex-snapshot
Climate change policy networks: connecting adaptation and mitigation in multiplex networks in Peru
inferred← citeshttps://doi.org/10.1080/14697688.2017.1357973openalex-snapshot
Multichannel contagion and systemic stabilisation strategies in interconnected financial markets
inferred← citeshttps://doi.org/10.1080/17538947.2023.2220614openalex-snapshot
A multi-layer modelling approach for mining versatile ports of a global maritime transportation network
inferred← citeshttps://doi.org/10.1080/23799927.2025.2492616openalex-snapshot
Code optimization of contraction operation in agglomeration-based node importance analysis
inferred← citeshttps://doi.org/10.1080/24694452.2021.2000357openalex-snapshot
Measuring Robustness and Coverage of Transportation Networks with Multiple Routes and Hubs
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