Communicability in temporal networks

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August undefined, 2024

WebNov 1, 2024 · Two NMF-based frameworks for the temporal link prediction problem have been proposed based on the proven equivalence by using graph communicability. The two frameworks differ greatly in terms of objects to collapse. The first framework collapses temporal features, whereas the second framework collapses temporal networks. • WebMay 1, 2024 · In this work we compute the communicability of four real-world temporal networks of human proximity contacts. The accuracy of the method is proved by studying the spread of an epidemic in the networks using the …

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WebOct 17, 2013 · An approach to quantify the communicability between pairs of nodes in temporal networks corresponds to the imaginary-time propagator of a quantum … WebNov 1, 2024 · The algorithm factorizes each network to obtain features using graph communicability, and then collapses the feature matrices to predict temporal links. Compared with state-of-the-art methods, the proposed algorithm exhibits significantly improved accuracy by avoiding the collapse of temporal networks. gentilly terrace and gardens

Communicability in temporal networks. - Abstract

WebApr 1, 2008 · The communicability model assumes information can travel along all possible walks between region pairs in a network and communicability was defined as the weighted sum of the total number … Webwww.ncbi.nlm.nih.gov WebThe concept of temporal networks is an extension of complex networks as a modeling framework to include information on when interactions between nodes happen. Many studies of the last decade examine how the static … gentilly sf restaurant

(PDF) Gendered Networks and Communicability in Medieval Historical ...

WebA temporal network, also known as a time-varying network, is a network whose links are active only at certain points in time. Each link carries information on when it is active, … WebDec 28, 2016 · In this paper, we measure communicability capacity of DTN Network formed over the mobile nodes at a university campus and also an area in Montreal city through exploiting static and temporal graphs. gentilly ridge aptsWebJan 31, 2011 · In temporal networks, where nodes interact via sequences of temporary events, information or resources can only flow through paths that follow the time … gentilly san francisco

"WebOct 17, 2013 · A first-principles approach to quantify the communicability between pairs of nodes in temporal networks is proposed. It corresponds to the imaginary-time propagator … " - Communicability in temporal networks

Communicability in temporal networks

Temporal motifs in time-dependent networks - IOPscience

WebApr 10, 2024 · The top ten nodes in synthetic temporal network. 5.2. CollegeMsg temporal network CollegeMsg temporal network represents private messages sent on an online social network at the University of California. This network contains 1899 users who sent or received at least one message over a period of 194 days. WebA ﬁrst-principles approach to quantify the communicability between pairs of nodes in temporal networks is proposed. It corresponds to the imaginary-time propagator of a quantum random walk in the temporal network, which accounts for unique structural and temporal characteristics of both streaming and nonstreaming temporal networks.

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Webtemporal networks using graph communicability Xiaoke Ma a, 1 ∗, Penggang Sun, 1, Guimin Qin b, a School of Computer Science and Technology, Xidian University, No.2 South Taibai Road, Xi’an, Shaanxi, China b School of Software, Xidian University, No.2 South Taibai Road, Xi’an, Shaanxi, China a r t i c l e i n f o Article history: Networks WebJan 14, 2024 · A temporal network, also known as a time-varying network, is a network whose links are active only at certain points in time. A great variety of real systems can be represented by...

WebNov 11, 2011 · Temporal motifs are classes of similar event sequences, where the similarity refers not only to topology but also to the temporal order of the events. We provide a mapping from event sequences to coloured directed graphs that enables an efficient algorithm for identifying temporal motifs. We discuss some aspects of temporal motifs, … WebOct 1, 2013 · Download Citation Communicability in temporal networks A first-principles approach to quantify the communicability between pairs of nodes in temporal networks is proposed.

WebAug 13, 2024 · With the rapid increase in real-world networks such as communication networks, co-author networks, citation networks, biological networks and email networks, temporal link prediction finds application in a variety of scenarios to analyze and solve interesting problems. WebMay 1, 2024 · A method for identifying high communicability nodes in temporal networks is proposed. • Causal paths with high communication efficiency are short-lived …

WebJun 15, 2024 · A temporal network—also known as time-varying network—is an ordered sequence of graphs , such that , where is a set of vertices or nodes and is a set of edges …

WebFeb 4, 2024 · This stance can however be questioned since it may be the result of gender-based peace and diplomacy models that relegate women's roles to that of conduits between men. By analyzing the concept of... gentilly terraceWebJun 15, 2024 · A temporal network—also known as time-varying network—is an ordered sequence of graphs , such that , where is a set of vertices or nodes and is a set of edges or links between pairs of nodes occurring at the time .The aggregated graph of the temporal one is with adjacency matrix .Time-varying networks are relevant in the analysis of … gentilly terrace crimeWebNational Center for Biotechnology Information gentilly terrace apartmentsWebOct 17, 2013 · A first-principles approach to quantify the communicability between pairs of nodes in temporal networks is proposed. It corresponds to the imaginary-time … gentilly spicy kitchenWebApr 18, 2014 · A temporal network is said to be structurally controllable at time point if its associated LTV system described by Eq. (2), with a suitable choice of inputs , can be driven from any initial state to any desired final state within the finite time interval , where the initial and finial states are designated at time point and , respectively. gentilly terrace apartments new orleansWebCharacterizing the importances (i.e., centralities) of nodes in social, biological, and technological networks is a core topic in both network analysis and data science. We present a linear-algebraic framework that generalizes eigenvector-based centralities, including PageRank and hub/authority scores, to provide a common framework for two … gentilly terrace elementaryWebNov 1, 2024 · Communication models describe the flow of signals among nodes of a network. In neural systems, communication models are increasingly applied to … gentilly terrace neighborhood