A survey on applications of bipartite graph edit distance

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dc.contributor.author Stauffer, Michael
dc.contributor.author Tschachtli, Thomas
dc.contributor.author Fischer, Andreas
dc.contributor.author Riesen, Kaspar
dc.date.accessioned 2017-09-22T05:59:21Z
dc.date.issued 2017-05
dc.description International Workshop on Graph-Based Representations in Pattern Recognition. GbRPR 2017: Graph-Based Representations in Pattern Recognition pp. 242-252. en_ZA
dc.description.abstract About ten years ago, a novel graph edit distance framework based on bipartite graph matching has been introduced. This particular framework allows the approximation of graph edit distance in cubic time. This, in turn, makes the concept of graph edit distance also applicable to larger graphs. In the last decade the corresponding paper has been cited more than 360 times. Besides various extensions from the methodological point of view, we also observe a great variety of applications that make use of the bipartite graph matching framework. The present paper aims at giving a first survey on these applications stemming from six different categories (which range from document analysis, over biometrics to malware detection). en_ZA
dc.description.department Informatics en_ZA
dc.description.embargo 2018-05-10
dc.description.librarian hj2017 en_ZA
dc.description.uri http://link.springer.combookseries/558 en_ZA
dc.identifier.citation Stauffer M., Tschachtli T., Fischer A., Riesen K. (2017) A Survey on Applications of Bipartite Graph Edit Distance. In: Foggia P., Liu CL., Vento M. (eds) Graph-Based Representations in Pattern Recognition. GbRPR 2017. Lecture Notes in Computer Science, vol 10310. Springer, Cham. en_ZA
dc.identifier.issn 1611-3349 (online)
dc.identifier.issn 0302-9743 (print)
dc.identifier.other 10.1007/978-3-319-58961-9_22
dc.identifier.uri http://hdl.handle.net/2263/62505
dc.language.iso en en_ZA
dc.publisher Springer en_ZA
dc.rights © Springer International Publishing AG 2017. The original publication is available at : http://link.springer.combookseries/558. en_ZA
dc.subject Applications of bipartite graph matching en_ZA
dc.subject Graph-based pattern representations en_ZA
dc.title A survey on applications of bipartite graph edit distance en_ZA
dc.type Postprint Article en_ZA


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