Matched Filters for Noisy Induced Subgraph Detection

The problem of finding the vertex correspondence between two noisy graphs with different number of vertices where the smaller graph is still large has many applications in social networks, neuroscience, and computer vision. We propose a solution to this problem via a graph matching matched filter: c...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 42(2020), 11 vom: 02. Nov., Seite 2887-2900
Auteur principal: Sussman, Daniel L (Auteur)
Autres auteurs: Park, Youngser, Priebe, Carey E, Lyzinski, Vince
Format: Article en ligne
Langue:English
Publié: 2020
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.