[PDF] Coverage centralities for temporal networks

[1506.07032] Coverage centralities for temporal networks - arXiv

Abstract:Structure of real networked systems, such as social relationship, can be modeled as temporal networks in which each edge appears ...

Coverage centralities for temporal networks - CORE

With the aid of our centrality notions, we are able to compute the centrality of all temporal vertices in a tem- poral network and analyze the ...

[PDF] Coverage centralities for temporal networks - Semantic Scholar

This paper defines two centrality measures of a temporal vertex based on the fastest temporal paths which use the temporal vertex, and reveals that ...

Coverage centralities for temporal networks - Typeset.io

Coverage centralities for temporal networks⋆,⋆⋆ ... ** Supplementary material in the form of one pdf file available ... works – temporal coverage centrality and ...

Coverage centralities for temporal networks | Request PDF

The key idea of this two-dimensional static representation is to arrange all nodes on a horizontal dimension, while unfolding time to an additional vertical ...

Coverage centralities for temporal networks* - NASA/ADS

Using the two centrality measures, we reveal that distributions of these centrality values of real-world temporal networks are heterogeneous. For various ...

Coverage centralities for temporal networks

Using the two centrality measures, we reveal that distributions of these centrality values of real-world temporal networks are heterogeneous.

Temporal Node Centrality in Complex Networks

In order to cover the cases when ∆(v, u) is infinite, we use the slightly modified definition for closeness which is similar to the definition which was ...

Supracentrality Analysis of Temporal Networks with Directed ...

2016; Arrigo and Higham 2017; Fenu and Higham 2017), dynamic sensitivity (Huang and Yu 2017), coverage centrality. (Takaguchi et al. 2016), PageRank (Walker ...

Temporal Graphs and Temporal Network Characteristics for Bio ...

These centralities cover the two types of classifications: (i) local centrality which is demonstrated through degree centrality by focusing ...

(PDF) Path lengths, correlations, and centrality in temporal networks

Although temporal distances correlate with static graph distances, there is a large spread, and nodes that appear close from the static network view may be ...

Supracentrality Analysis of Temporal Networks with Directed ... - arXiv

We study supracentrality generalizations of eigenvector-based centralities, a family of centrality measures for time-independent networks that ...

Proxying Betweenness Centrality Rankings in Temporal Networks

(KDD, 2020) gave algorithms to compute various notions of temporal betweenness centrality, including the perhaps most natural one – shortest temporal ...

Higher-order aggregate networks in the analysis of temporal networks

Study- ing betweenness, closeness and reach centrality, we first show than an application of these measures to time-aggregated, static ...

Centrality metrics in dynamic networks: a comparison study - HAL

A variant, called temporal boundary coverage centrality, has been defined. In this study, we only consider the temporal coverage centrality.

Temporal Network Change Detection Using Network Centralities

Our evaluation of the proposed aggregation algorithm showed highly accurate predictions for an artificial dataset and two real datasets. Our method contributes ...

Eigenvector-Based Centrality Measures for Temporal Networks

We consider a temporal network with N nodes as a sequence of T layers that describe the network during different time windows, and we couple centrality matrices ...

Temporal Graphs and Temporal Network - ProQuest

PDFDownload PDFCopy Link CiteAll Options. No items ... time efficiency in network coverage. Last, we ... Centrality and correlations in temporal networks ...

Spatio-temporal networks: reachability, centrality and robustness

... temporal and spatial scales present in each network. The Underground reaches full coverage within a day, whereas neural network communication is of the ...

[PDF] Supracentrality Analysis of Temporal Networks with Directed ...

This work describes centralities in temporal networks using a supracentrality framework to study centrality trajectories, which characterize how the ...