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Abstract: Understanding the underlying graph structure of a nonlinear map over a particular domain is essential in evaluating its potential for real applications. In this paper, we investigate the ...
Abstract: We develop a novel method for extracting graph characteristics from edge-weighted graphs, based on an extension of the Ihara zeta function from unweighted to edge-weighted graphs. This is ...
Jason I. Brown, Yakup Koc and Robert Kooij, Inflection Points for Network Reliability, Telecommunication Systems Journal, accepted for publication. Jason I. Brown and Julia Tufts, On the Roots of ...
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ABSTRACT: Formulated in 1859 by the mathematician Bernhard Riemann, the Riemann hypothesis is a conjecture. She says that the Riemann’s Zeta function non-trivial zeros of all have real part. This ...
If you find this work useful, please cite our paper. Note that the first three authors contributed equally to this work. Graph Neural Networks (GNNs) exploit signals from node features and the input ...
Dr Cheng Dongqin will be with MME from 13 July 2022 to 12 July 2023. She is working on graph theory with A/P Dong Fengming. Her research interests include embedding and fault tolerance properties of ...
Graph Neural Networks (GNNs) exploit signals from node features and the input graph topology to improve node classification task performance. However, these models tend to perform poorly on ...
Search engines create maps of the Internet called Link Graphs and these maps help search engines determine whether or not a site is relevant or low quality and how the site fits into the Internet.
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