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   Articles with "multilayer networks" as a keyword



Disentangling small-island multilayer networks: Underlying ecological and evolutionary patterns.

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recommendations! Published in 2025 at "Ecology"

DOI: 10.1002/ecy.70058

Abstract: This study provides a pioneering analysis of the structural and topological characteristics of one of nature's simplest food webs, using the Montaña Clara islet (Canary Islands) as a case study. Applying a multilayer network approach,… read more here.

Keywords: multilayer networks; disentangling small; multilayer; island multilayer ... See more keywords

Predicting Pattern Formation in Multilayer Networks.

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recommendations! Published in 2019 at "Bulletin of mathematical biology"

DOI: 10.1007/s11538-019-00682-1

Abstract: We investigate how the structure of interactions between coupled oscillators influences the formation of asynchronous patterns in a multilayer network by formulating a simple, general multilayer oscillator model. We demonstrate the analysis of this model… read more here.

Keywords: multilayer networks; formation; model; asynchronous patterns ... See more keywords

Graph convolutional and attention models for entity classification in multilayer networks

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recommendations! Published in 2021 at "Applied Network Science"

DOI: 10.1007/s41109-021-00420-4

Abstract: Graph Neural Networks (GNNs) are powerful tools that are nowadays reaching state of the art performances in a plethora of different tasks such as node classification, link prediction and graph classification. A challenging aspect in… read more here.

Keywords: classification; multilayer networks; entity classification; classification multilayer ... See more keywords

A local perspective on community structure in multilayer networks

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recommendations! Published in 2017 at "Network Science"

DOI: 10.1017/nws.2016.22

Abstract: Abstract The analysis of multilayer networks is among the most active areas of network science, and there are several methods to detect dense “communities” of nodes in multilayer networks. One way to define a community… read more here.

Keywords: multilayer networks; local perspective; community; community structure ... See more keywords

Ecological plasticity governs ecosystem services in multilayer networks

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recommendations! Published in 2021 at "Communications Biology"

DOI: 10.1038/s42003-020-01547-3

Abstract: Agriculture is under pressure to achieve sustainable development goals for biodiversity and ecosystem services. Services in agro-ecosystems are typically driven by key species, and changes in the community composition and species abundance can have multifaceted effects.… read more here.

Keywords: seed; multilayer networks; ecosystem services; seed regulation ... See more keywords

Compressive sensing-based topology identification of multilayer networks.

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recommendations! Published in 2019 at "Chaos"

DOI: 10.1063/1.5093270

Abstract: Recovering network topologies is of great significance in the study of complex networks. In this paper, a method for identifying structures of multilayer networks is proposed via compressive sensing and Taylor expansion. By using this… read more here.

Keywords: compressive sensing; sensing based; multilayer networks; based topology ... See more keywords

Epidemic spread dynamics in multilayer networks: Probing the impact of information outbreaks and reception games.

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recommendations! Published in 2025 at "Chaos"

DOI: 10.1063/5.0236359

Abstract: The co-evolution of epidemic and information spread within multilayer networks is a current hot topic in network science. During epidemic outbreaks, the accompanying information exhibits both outbreak and reception game behaviors; yet, these complex phenomena… read more here.

Keywords: information; multilayer networks; outbreaks reception; information outbreaks ... See more keywords

Partially Exchangeable Stochastic Block Models for (Node-Colored) Multilayer Networks

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recommendations! Published in 2024 at "Journal of the American Statistical Association"

DOI: 10.1080/01621459.2025.2507825

Abstract: Abstract Multilayer networks generalize single-layered connectivity data in several directions. These generalizations include, among others, settings where multiple types of edges are observed among the same set of nodes (edge-colored networks) or where a single… read more here.

Keywords: multilayer networks; node colored; stochastic block; colored multilayer ... See more keywords

Synchronization in multilayer networks through different coupling mechanisms

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recommendations! Published in 2022 at "Chinese Physics B"

DOI: 10.1088/1674-1056/ac2b19

Abstract: In recent years, most studies of complex networks have focused on a single network and ignored the interaction of multiple networks, much less the coupling mechanisms between multiplex networks. In this paper we investigate synchronization… read more here.

Keywords: different coupling; networks different; coupling mechanisms; synchronization ... See more keywords

Optimizing Multilayer Networks Through Time-Dependent Decision-Making: A Comparative Study.

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recommendations! Published in 2025 at "Big data"

DOI: 10.1089/big.2024.0094

Abstract: This research highlights the importance of accurately analyzing real-world multilayer network problems and introduces effective solutions. Whether simulating protein–protein network, transportation network, or a social network, representation and analysis over these networks are crucial. Multilayer… read more here.

Keywords: multilayer networks; multilayer; optimizing multilayer; networks time ... See more keywords

Effective traffic-flow assignment strategy on multilayer networks.

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recommendations! Published in 2019 at "Physical review. E"

DOI: 10.1103/physreve.100.012310

Abstract: An efficient flow assignment strategy is of great importance to alleviate traffic congestion on multilayer networks. In this work, by considering the roles of nodes' local structures on the microlevel, and the different transporting speeds… read more here.

Keywords: assignment strategy; multilayer networks; traffic; flow assignment ... See more keywords