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- W941299526 abstract "In this paper we investigate a new approach for characterizing both the weighted and un-weighted graphs using the solution of the edge-based wave equation. The reason for using wave equation is that it provides a richer and potentially more expressive means of characterizing graphs than the more widely studied heat equation. The wave equation on a graph is defined using the Edge-based Laplacian. We commence by defining the eigensystem of the edge-based Laplacian. We give a solution of the wave equation and define signature for both weighted graphs and un-weighted graphs. In the experiment section we perform the proposed method on real world data and compare its performance with other state-of-the-art methods." @default.
- W941299526 created "2016-06-24" @default.
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- W941299526 date "2013-01-01" @default.
- W941299526 modified "2023-09-27" @default.
- W941299526 title "Analysis of Wave Packet Signature of a Graph" @default.
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- W941299526 doi "https://doi.org/10.1007/978-3-642-40261-6_15" @default.
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