Multiplex networks
Learning embeddings for multiplex networks using triplet loss
... single-layer/unimodal networks and largely ignore the case of multiplex ...A multiplex network is a suitable structure to model multi-dimensional real-world complex ...a multiplex network ...
16
Temporal correlations in social multiplex networks
... social networks has been hindered so far by lack of suitable ...in multiplex networks, and we anticipate that it will be of interest to researchers in a broad array of ...
18
Communicability reveals a transition to coordinated behavior in multiplex networks
... in multiplex networks by means of their communicabil- ...ple networks to the most realistic scenario of multiplex networks, we have studied its relevance in two real sys- ...social ...
7
Effects of temporal correlations in social multiplex networks
... Multi-layered networks represent a major advance in the description of natural complex systems, and their study has shed light on new physical ...temporal multiplex networks and we anticipate it will ...
9
Node and layer eigenvector centralities for multiplex networks
... 6. Conclusions and future work. In this paper we have introduced the f - eigenvector centrality, a new multi-dimensional eigenvector-based centrality measure for nodes and layers in multiplex networks with ...
24
An efficient method for link prediction in weighted multiplex networks
... A multiplex network is a network in which every pair of nodes can be connected by is a pair of nodes with different types of edges and can be visualized in the form of multiple ...Such networks contain ...
17
Crawling the Community Structure of Multiplex Networks
... Collecting data from multiplex networks is a practical and important problem, and raises challenges that one does not en- counter in the single-layer case. In particular, data collection costs are unlikely ...
8
Epidemic spreading and risk perception in multiplex networks: a self-organized percolation method*
... general networks by comparing computational results with theoretical ...information networks determine the possibility of stopping the infection for a sufficiently high precaution level: if the ...
12
On metrics and models for multiplex networks
... single-layer networks (where nodes can be connected only by one type of links), the problem is practically unexplored in the case of multiplex networks, where several interdependent layers, each with ...
200
Group works: exploring multiplex networks, leadership and group performance
... This article examined the role of network ties and leadership within formal groups in an academic school of a UK Higher Education Institution. This paper makes two key theoretical contributions. Firstly it further ...
40
Extensivity in infinitely large multiplex networks
... of multiplex networks formed by coupled dynamical ...Considering networks where the dynamics of the nodes is given by the shift map, we do not only demonstrate which are the relevant parameters ...
18
Multiplex networks in metropolitan areas : generic features and local effects
... transportation networks have been largely studied by means of spatial networks [1] in order to understand aspects of urban systems and their ...street networks [2–17], their evolution [18–21], and ...
12
Community structure in time-dependent, multiscale, and multiplex networks
... the community assignments obtained for cou- pling strengths w = {0, 0.1, 1} between each neighboring pair of the 16 ordered slices. These results simultaneously probe all scales, includ- ing the partition of the Karate ...
5
Utilizes the Community Detection for Increase Trust using Multiplex Networks
... a multiplex network allows us to provide a context for expressing multi-layered networks with different relations in each ...two-layer multiplex network is used where one layer shows the trust ...
6
Epidemic spreading with awareness and different time scales in multiplex networks
... One of the major issues in theoretical modeling of epidemic spreading is the development of meth- ods to control the transmission of an infectious agent. Human behavior plays a fundamental role in the spreading dynamics ...
13
An analysis of emotion-exchange motifs in multiplex networks during emergency events
... social networks, such triads take the form of 3-node-subgraphs that differ with respect to the direction of the edges in these ...complex networks (Milo et ...biological networks, such as gene ...
33
Efficient Algorithms for Constructing Multiplex Networks Embedding
... as networks. Examples in- clude social networks, transportation networks, information networks, biological networks, ...these networks are often very complicated and because of ...
12
PubMedCentral-PMC5125641.pdf
... multilayer networks in which each layer is drawn from a common stochastic block model ...in networks and are particularly useful for studying limitations on detectability—that is, if the community structure ...
11
Pre-emptive spectral graph protection strategies on multiplex social networks
... of multiplex topologies to understand the dynamic of complex net- works is still a challenging task (Wu et ...a multiplex graph, such as social network, and k budget of protection resources, we aim to ...
24
Multiplex flows in citation networks
... the multiplex formulation of the citation network, which is a network made of multiple overlapping networks (each of which corresponds to a layer) connect- ing the same set of nodes (Berlingerio et ...
34