Detecting the urban traffic network structure dynamics through the growth and analysis of multi-layer networks
Sign Up to like & getrecommendations! 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
Unspoken Assumptions in Multi-layer Modularity maximization
Sign Up to like & getrecommendations! 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
Community Detection in Fully-Connected Multi-layer Networks Through Joint Nonnegative Matrix Factorization
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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