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   Articles with "layer networks" as a keyword



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Detecting the urban traffic network structure dynamics through the growth and analysis of multi-layer networks

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recommendations! Published in 2018 at "Physica A: Statistical Mechanics and its Applications"

DOI: 10.1016/j.physa.2018.02.059

Abstract: Abstract Research into multi-layer network growth in the detection of urban dynamics provides scholars a new way to discuss the structure changing trends and related impacts. The quantitative research method is applied to examine, the… read more here.

Keywords: network; layer; multi layer; layer networks ... See more keywords
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Unspoken Assumptions in Multi-layer Modularity maximization

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recommendations! Published in 2020 at "Scientific Reports"

DOI: 10.1038/s41598-020-66956-0

Abstract: A principled approach to recover communities in social networks is to find a clustering of the network nodes into modules (i.e groups of nodes) for which the modularity over the network is maximal. This guarantees… read more here.

Keywords: community; multi layer; layer networks; modularity maximization ... See more keywords

Kernel shape renormalization explains output-output correlations in finite Bayesian one-hidden-layer networks.

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recommendations! Published in 2025 at "Physical review. E"

DOI: 10.1103/9pkk-d4bm

Abstract: Finite-width one hidden layer networks with multiple neurons in the readout layer display nontrivial output-output correlations that vanish in the lazy-training infinite-width limit. In this manuscript we leverage recent progress in the proportional limit of… read more here.

Keywords: output correlations; layer networks; hidden layer; output output ... See more keywords

Community Detection in Fully-Connected Multi-layer Networks Through Joint Nonnegative Matrix Factorization

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3168659

Abstract: Modern data analysis and processing tasks typically involve large sets of structured data. Graphs provide a powerful tool to describe the structure of such data, where the entities and the relationships between them are modeled… read more here.

Keywords: layer networks; layer; community detection; multi layer ... See more keywords

Layer-Specific Modules Detection in Cancer Multi-Layer Networks

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recommendations! Published in 2022 at "IEEE/ACM Transactions on Computational Biology and Bioinformatics"

DOI: 10.1109/tcbb.2022.3176859

Abstract: Multi-layer networks provide an effective and efficient tool to model and characterize complex systems with multiple types of interactions, which differ greatly from the traditional single-layer networks. Graph clustering in multi-layer networks is highly non-trivial… read more here.

Keywords: multi layer; layer networks; layer; layer specific ... See more keywords

Graphon-Based Visual Abstraction for Large Multi-Layer Networks

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recommendations! Published in 2025 at "IEEE Transactions on Visualization and Computer Graphics"

DOI: 10.1109/tvcg.2025.3581034

Abstract: Graph visualization techniques provide a foundational framework for offering comprehensive overviews and insights into cloud computing systems, facilitating efficient management and ensuring their availability and reliability. Despite the enhanced computational and storage capabilities of larger-scale… read more here.

Keywords: layer; layer networks; large multi; abstraction ... See more keywords