A survey of community detection methods in multilayer networks

X Huang, D Chen, T Ren, D Wang - Data Mining and Knowledge …, 2021 - Springer
Community detection is one of the most popular researches in a variety of complex systems,
ranging from biology to sociology. In recent years, there's an increasing focus on the rapid …

Abstract diagrammatic reasoning with multiplex graph networks

D Wang, M Jamnik, P Lio - arxiv preprint arxiv:2006.11197, 2020 - arxiv.org
Abstract reasoning, particularly in the visual domain, is a complex human ability, but it
remains a challenging problem for artificial neural learning systems. In this work we propose …

A review of multilayer networks-based interregional transportation networks analysis

J Li, Z Li, X Qi - Chaos, Solitons & Fractals, 2025 - Elsevier
The interregional transportation networks (ITNs) have a significant impact on regional
population movement, trade flow and economic development. Compared to single-layer …

Emergence of synchronization in multiplex networks of mobile Rössler oscillators

S Majhi, D Ghosh, J Kurths - Physical Review E, 2019 - APS
Different aspects of synchronization emerging in networks of coupled oscillators have been
examined prominently in the last decades. Nevertheless, little attention has been paid on the …

Learners' interaction patterns in asynchronous online discussions: An integration of the social and cognitive interactions

S Liu, T Hu, H Chai, Z Su, X Peng - British Journal of …, 2022 - Wiley Online Library
Studying the networked nature of social and cognitive aspects of learner interactions is the
key to understanding how successful collaborative learning occurs in asynchronous online …

Multilink communities of multiplex networks

RJ Mondragon, J Iacovacci, G Bianconi - PloS one, 2018 - journals.plos.org
Multiplex networks describe a large number of complex social, biological and transportation
networks where a set of nodes is connected by links of different nature and connotation …

An analysis approach for blended learning based on weighted multiplex networks

Z Su, Y Li, Z Liu, J Sun, Z Yang, S Liu - Educational technology research …, 2023 - Springer
Blended learning, as an efficient teaching mode that combines the advantages of both
online and offline learning, has been widely applied in universities. Nevertheless, the …

Should the multi-layer transportation network structure be reduced?

Y Zhang, B Shuai, J Zhou, D Yin, W Huang - Transportation Letters, 2024 - Taylor & Francis
The increasing diversity of transportation modes and the rapid expansion of transportation
networks present significant challenges for modeling multi-layer comprehensive …

Clustering of diverse multiplex networks

M Pensky, Y Wang - IEEE Transactions on Network Science …, 2024 - ieeexplore.ieee.org
The paper introduces the DIverse MultiPLEx Generalized Random Dot Product Graph
(DIMPLE-GRDPG) network model where all layers of the network have the same collection …

Identifying influential nodes based on new layer metrics and layer weighting in multiplex networks

A Bouyer, M Mohammadi, B Arasteh - Knowledge and Information Systems, 2024 - Springer
Identifying influential nodes in multiplex complex networks have a critical importance to
implement in viral marketing and other real-world information diffusion applications …